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Learn the skill of eye contact flirting with a woman simply by embracing your playful mindset and transferring your flirty, playful ideas about the woman from your eyes directly into hers. Learn the skill of eye contact flirting with a woman by embracing your own playful mindset and transferring your own flirty, playful thoughts about the female from your eyes directly into hers. Getting a little does of actuality can be a good thing every now and again, particularly when dealing with issues relating to relationships.
You have to do more than just admit to the fact that you still have love for your ex girlfriend if you want to win her back.
When you feel like you want your ex girlfriend to come back, it’ s simple to feel like that should be more than enough and forget about the fact that it has to flow both ways.
This can be a mistake that is often made any time a guy feels like he still is hopelessly in love with an ex girlfriend.
When you really feel just like you still love someone, you want to inform them and you want to hear them say that they feel the same way. Brides start to hunt for their ideal wedding dress almost immediately after the engagement. Comment on the relatives hotness of her body type (good or bad will do) before the drinks arrive.
Opinion that her sun dress seems like the exact pattern from your mom’ s i9000 living room drapes from 1975. Burp, pass gas, wipe your nose with your sleeve, and if you really want to up the ante, pick your nose.
It must be great for you: your boobies are so small you don’ t even need to wear a utm?rkt!
Be extremely indecisive about ordering drinks and food, even where to sit, stroll or stand.
Accept as true with every single thing she says and apologize profusely for your stupidity ought to she disagrees with you. When you are desperate for a solution to a issue, you tend to blow things out of proportion and end up making a decision that you simply definitely regret immediately.
The very first technique to help you last longer in a natural way, is to masturbate before sexual intercourse.
Another reason why masturbation works so well in your favor is really because it puts your body into a stage known as the refractory stage. The next technique to help you to achieve a longer and stronger stamina, is to implement techniques that will save you in the knick of time.
You don’ t have to rely on pills, creams or even sprays in order to get the results that you are within looking for.
There is no sense in investing hundreds of dollars on medications that you simply cannot trust. To make things easier for both you and your partner, try following some of these natural remedies for early ejaculation today. The first natural remedy which will give you the same results as a desensitizing cream is to use a tingling lubrication instead. The final way to help you last longer in bed as early as tonight, is to masturbate before sex.
More to the point this may be an extended drawn out process that may become really exasperating. Yet another disadvantage to snooping on a cheating wife or husband is the fact it could be costly. There is something to take into consideration if you decide on your spouse which is you could get caught. While there are some serious disadvantages in order to spying on your mate there is one particular major upside and that is it will eliminate all doubt as to whether your spouse is being unfaithful.
If you would like to carry out the particular spying on your own as an alternative to employing a private agent please ensure that you utilize your common sense and best judgement. Jan Bohuslav Sobota died on May 2nd of 2012 and this is my remembrance of this fine man who was a friend and mentor to me.
Each autumn, salmon return to the rivers of their birth a€“ there to spawn and once again trigger a renewal of the eternal passion play.
Salmon that do eventually arrive at their destinations must once again compete a€“ this time for mates and to fight for access to the precious and very limited gravels. The profligate expenditure of life and extravagant wealth of biology is there everywhere to behold, as Death dances lightly among the gathering throngs of fish, picking and choosing from among them; who from their number shall successfully spawn and who shall just be food for the gathering predators and scavengers.
Spend a day in silence, walking among the spawning salmon, as they dig spawning redds, jockey for position and slash at competitors with those gaping, snaggletoothed, hooked jaws. Jan Bohuslav Sobota has died, while half a world away; I was preparing these etchings of Spawned Salmon and dedicating them to Jan, the lover of fish. The book you hold in your hands has evolved from my simply giving these etchings a second life in book form, to my using them as a vehicle for honoring a friendship of three decades.
In 1985, Jan and I had been corresponding for some months without ever meeting a€“ all quite distant and correct. A short bit of background on Jan Sobota to begin, but fear not; Ia€™ll soon be spinning anecdotes and thoughts on books as art a€“ celebrating Jana€™s life of course, telling a few stories out of school, but also straying into the personal and speculative in search of the meaning to be derived from the life and death of a friend. Jana€™s father was a serious bibliophile and collector of fine books, who nurtured that same love of books in his son a€“ an appreciation that steadily grew, until he was apprenticed to master bookbinder Karel A ilinger in PlzeA?.
The pivotal event in Jana€™s early life as a book artist was the posthumous retrospective exhibition of fellow Pilsener, Josef VA?chal in 1969.
Jan supported a family, sponsored workshops, exhibited widely, did conservation work on rare historic books, ran a gallery a€“ and on it went.
What Jan did for contemporary bookbinding, was to act as a bridge between the traditionally trained masters of the past and innovators of the present. America was a great place to be a book artist in the early 1980a€™s precisely because it was an active zone of hybridization and hotbed of creativity. An instructive contrast to the anything-goes US scene was the icy reception I got when I showed a wooden box containing loose sheets of poetry and etchings to a Prague publisher.
Neither Jan nor I had much interest in the book-like objects that often sneak into the museums as book arts a€“ the carved and glued together things that sorta, kinda have a bookish aspect to them a€“ rough-looking a€“ perhaps chain-sawed Oaken boards or granite slabs, slathered in tar and lashed together with jute; but lacking text.
When Jana€™s books went beyond function, conservation or decoration, they were subtle statements about binding and the place of books, knowledge and art, as well as statements about the dignity inhering in the handcrafted - with a good dose humor. There are others who know their conservation and those, whose scientific contributions are far greater, but few of them are also artists at heart.
It can sound so pedestrian, these eternal compromises between art and craft, yet what Jan represented was not at all common. There is an inflection point at which exceptional craft begins to make the transition to art and it is closely associated with surmounting the limitations inhering to the discipline.
Visiting with Jan in his workshop you quickly realized, that he did what a professional must, but ultimately, he just loved messing about with books. A curiously protean hybrid of artist and craftsman, ancient and modern, one cannot think of Jan without seeing an unabashed Czech patriot in a foreign land. Early on in their stay in Cleveland, the Sobotas experienced the quintessential American disaster. Even after their medical debts were retired, money was still an issue for a family of immigrants with three kids a€“ two with special needs. Later on, when they were living in Texas, the massacre at Waco opened Jana€™s eyes to yet another difficult side of his adopted home.
In 1979, I apprenticed with Jindra Schmidt, an engraver of stamps and currency, living in Prague.
Schmidt had engraved stamps for Bulgaria, Iraq, Ethiopia, Albania, Guinea, Vietnam and Libya.
In 1992, Jindra Schmidt was honored for his contributions and depicted on the last stamp of a united Czechoslovakia, before it split into Czech and Slovak republics a€“ a fitting tribute.
Unlike most children of immigrants, my destiny remained connected to that of my parentsa€™ homeland. My vocation as artist clarified itself in Prague while learning the increasingly obsolete skills of steel engraving. My first book was indeed, modeled after VA?chal, even to the extent of its diabolical subject matter. Jan showed me a great deal in the following years about the tradition of books as the meeting place of art, craft and ideas a€“ where printmaking intergrades seamlessly with the worlds of language, typography and illustration.
One can like these things just fine and admire them from an uncomprehending distance, or you can become engaged.
The book you hold was to have been a simple reprint of the Spawned Salmon a€“ something fun for Jan to work his magic upon. Nice sentimental reminiscences, but there is still the matter of getting the work accomplished and out before the public, organizing exhibitions, printing catalogs and paying for transatlantic flights.
The Prague show was reconfigured and curated by Jana€?s longtime friend, Ilja A edo, for exhibition at the West Bohemian Museum in PlzeA?. Quite predictably, I like seeing the kind of work I do honored a€“ the wood engravings and etchings made to shine in the context of crisply printed type and an excellent binding.
Ia€™ve heard printmakers lament that the surest way to devalue prints is to add excellent poetry, sensitive typography and a bang-up binding a€“ and then live to see the whole thing sell for half the price of just the unbound prints.
Therea€™s nothing quite like seventeenth century Bohemia, the dead center of Europe, for particularly thorough violence a€“ with the Bubonic Plague stepping in afterwards as mop-up crew.
The chapel at Sedlec was rebuilt after the major blood-letting of the thirty-years war as a memento mori a€“ reminder of death. What can you say about the mounds of dead, the ruined lives, destroyed nations and misery multiplied by millions that isna€™t trite or self-evident? But then I pan over to other fields a€“ not the kind where the grass is composting my fellow man, but to fields of endeavor where the ferment is of ideas recombining into ever more refined ways of thinking.
I once lived at the Golem house in Prague a€“ at Meislova ulice, number 8, in the old Jewish ghetto. Horoscopes might seem a curious basis on which to select ministers and diplomats, but it is also more common than youa€™d think. Picture the scene before you: Ita€™s a late night in Prague, before the Marlboro man dominated every street corner, even before the neon of casinos and the vulgarity of Golden Arches assaulted the nightwalkersa€™ eyes at all hours a€“ back when darkness, oh yes, that beautiful comforting velvety, all-enveloping and blessed dark, broken only by the moon, stars and late night taxis, still ruled the streets after the sun went down. The Golem was a mythic being of Jewish folklore, created from clay and quickened by the Shem, a magical stone engraved with an ancient Hebraic inscription, inserted into Golema€™s forehead. The maternal tongues of these small nations have miraculously survived all the invasions, floods, plagues and foreign occupiers to this day a€“ a gift preserved and delivered to them across the generations. Minority languages, on the other hand, carry an emotional load that can scarcely be exaggerated. Ishi and his sister were the last of the Yahi tribe to survive the genocidal colonization of California. Those whose language and culture are not threatened can never know the burden under which the carriers of small minority languages labor a€“ nor how those in exile bring up their children to preserve that which is beyond their capacities to save. Jan was all about preserving traditions and the kind of ancestral knowledge that today is mostly enshrined in books.
Today, the stories of our tribes are less and less passed on as oral tradition and most often read to us from the childrena€™s books wea€™ve learned to treasure a€“ illustrated by fine artists and produced with care for the highly discriminating purchasers of childrena€™s books a€“ for grandparents. A?epelA?k employed binders and typesetters to present complete suites of his work and in this too, he introduced me to a new world. Later in Prague I missed my flight back, due to the World Trade Center bombing and was delayed by a week. The difficult thing to bear in acknowledging my teachers, models, heroes, suppliers and inspirations, is that these masters of the crafts and industries surrounding and supporting the book arts are mostly deceased.
The fruit we seek is not fast food, but laden with full-bodied flavors, attained by slow natural processes.
All of us come from grandfathers who once were wheelwrights, cobblers or instrument makers; men with a profound love of wood and leather, who knew the working qualities of every kind of obscure tree growing in their countryside a€“ men who knew when to reach for elm or hickory a€“ as well as for goat, dog or even fish-skins. Jan spoke fondly of his grandmother, who baked bread every week of the year to feed an entire estate a€“ farm hands, livery people, gentry, trainers and hod-carriers alike.
Working consciously is the ultimate goal a€“ and that is the legacy youa€™ll find evidently contained within and upon the boards of every book bound by Jan Bohuslav Sobota. The etchings you see here first came to life as illustrations for the wedding anniversary announcements of MA­la and Jaroslav KynA?l.
Jan Bohuslav Sobota died on May 2nd of 2012 and this is my remembrance of this fine man who was a friend and mentor to me.A  He was an exceptional bookbinder, teacher and promoter of the book arts, but also an exile who successfully returned home after years abroad.
These [drawings of the surrounding mountains] was all taken from the shape of their tops as appeared from the camp on Tuesday 24 of November, 1846.
We traveled from these hills the same direction as we had the day before, southwest, making 12 in the morning and 18 in the afternoon, making 30 miles.
This morning marched 10 miles and came to these hills where we are now passing southwest direction to find a pass, if possible, for the wagons into another valley.
We continued our course, southeast, until we make 20 miles and camped on another plain between the mountains on a creek in the center of the flats.
We have had some beautiful plains to pass over as we have come along, but a lack of water and timber. This morning the whole guard has to go on extra duty because one man run his bayonet in a mule.
We traveled until 10 oa€™clock and I got ahead of all the train and stopped and took a picture of the mountains around. There was in the evening, an Indian Chief come in and told us that we was on the right road and that last summer there was one wagon went down where we was calculating to go yesterday.
Accordingly, on Sunday morning the 29th day, all hands was engaged in fixing for a pass to go into the valley.
We left one wagon above and yesterday another as we was descending and we are not yet down and out of this hole that is here marked out. On the north is a hollow where water sometimes rises, putting down from the mountain into the river or creek.
The weather is rather cool and the clouds are in the west, hovering over the mountains as far as you can see.
This chain of hills or mountains runs from 12 miles southwest from here to the northwest, out of sight running northwest. On the sixth day, the camp traveled through the brush for about 12 miles and passed in among the hills and I found a beautiful grove of young timber of ash and a kind of walnut, a little like black walnut and a great variety of other wood or brush which grows on the mountains and in the valleys, good to burn.
This place is where the camp passed through into a small valley, where we found an old yard that we understand from one of our guides was built by the man who owned the little town we passed through.
One of the Spanish drovers left and went to the Spanish settlement below here a short distance. This is a large valley and we are calculating to descend it northwest until we come to the river Saint Padra. I awoke and told my dream and went to sleep and dreamed that I was called up by the brethren to tell it which I did and told them I thought it was for not keeping the covenants, but use the name of the Lord, their God in vain and it had become common language to curse each other. The bottom land here is about one mile wide, with now and then a scrape of bottom much wider.
This day, some of our hunters informed me that they have seen a number of bear tracks and one was the width of his hand and length of his thumb.
I understand there is a plenty of wild oxen here among these hills, which is excellent beef. These bottoms look like the best of soil in these valleys for about one mile wide, some places wider.
Where our camp is, a small town called a€?Barnadenoa€™, once owned by a rich man who built it for himself. Last night I took a view of our camping ground and saw that it was like the one we had the night before. This is the mountains east are very high, running south until they come against this camp, then they turn east rounding corner and then turns north as I have laid down on another map down the St. As curious a thing as I have seen with thorns, is the large prickly pear or water plant or tree, which is often as high as 20 feet, 16 inches over.
On the morning of the 18 of December {LNa€™s note: This day was the 32nd birthday of Levia€™s wife, Clarissa Reed Hancock. These mountains are from the left of the center line, running southeast to northwest and on the other side of the road is mountains that are as high as these on the left.
This land that we have passed between here and town is baron, desolate waste and nothing grows here and it looks like the best of land, a plenty of wood here, fires.
North, half mile from the road to the foot on the right of this center line as I was facing the mountain, I took this map.
I then looked and I stood at the right hand of him and expected he would say something, but did not. I remembered a dream I had before, which was this: I saw him all alone and said I, a€?There is my fathera€? and got him by the hand and said, a€?Bless me, O my father. These mountains are those that are on the right hand and is about the same distance and height of those on the left. Along our last days travel, which is the 21 day and I am now in camp, in the borders of the Pema town or on the east side of town. This, the 22 day of December, on Tuesday morning, we left our first camping ground on the Hely and went down this river 8 miles to the Pemo village and pitched our tents.
On the 24th day, I got in conversation with one of our guides and showed him my map of Hely River and the Colorado, Salt and Francisco. Marched at 10 oa€™clock from our camp and the maricopers and raveled southwest by west 8 miles, then by the end of the mountains four miles southwest then west, far enough to make 18 miles and camped on the desert on the left hand side of some hills.
This is Christmas Day and yesterday there was watermelon brought in camp for sale and they was good melons, too. I saw the Chief last night and he said that he knew who we was and some time he meant to go and see the Mormons in California.
In one hollow or gully, it is said that this valley is the best of any and that here is a good place for raising any kind of grain, also anything of the fruit kind, and by the looks of the land here, it seems that a nation might be fed here as in Egypt, by watering the land which might be easily done. Early in the morning, the old doctor came to one tent where some had been boiling beans and asked, a€?What is this?a€? a€?Beans and corn.a€? was the answer. This day I had a talk with Brother Dikes and traveled about 2 miles with him, in which time he told me that he had wanted some conversation for some time and would be glad if I would give him some council and then said that there was considerable feelings existing against him in the Battalion and he would like to do right and that he considered that I was the one to come to get council. I told him I already had that laid to me and I had had a put down for it when there never had been any cause for it and if I should give any council, it would be said again that I sought power and authority and I had concluded not to give any council to any officer, lest it should cause further jealousy.
And then he said that he could clear himself of the charges that was against him and that he had defied any man to prove either Eclyseastacle or Military Law against him, for he had kept them both and when he got to the Church things he thought would be differently represented and would not appear as bad as many suppose and then asked me if I did not think that he had better be independent and do the thing strictly according to law. This day we traveled ten miles and come to the river northwest, then turned west by north and went ten miles further and being 18 miles over the best kind of land. James Pace has now brought in a petrified bone which he wished was in the Church, which must have an enormous large animal, about 9 inches across one end, four inches the other way. We came to the top of the hill and the mountains presented a sight and I stopped and drew the shape of them. This day made 7 miles over the hill, down on the flats near the bank of the river near a mountain which many ascended and viewed the country and I could see the winding Hely for a long distance. While passing along down the bottoms today, I saw another prickly body of the pear or appears to be a species of the same, in another form here. I tell the brethren to wait until they can have a hearing before the authorities of he Church and to be as patient as possible. But, thank God we have served 6 months, save eleven days and we will try to heave it as good soldiers, although our shoes are worn out, our torn clothes are all almost gone, the skins of beavers are used for moccasins.
Took a northwest course for four miles and turned around a mountain and in two miles further west, I took the shape of the end of the long mountains seen a long way back. Here the river has a bend and the valleys are not so wide as they are above, and sometimes to be narrow down below here, which is a southwest course from here and looks like the worst of going. These hills was seen west of northwest a long ways back and sometimes the peak that is above, was west. After we had turned around here, we had to pass through the bottoms, the thickest kind of brush and small cane and cottonwood or poplar, willow and many other kinds of small brush. I have now got in camp and the course we traveled from the bluffs was a northwest course for about two miles and began to bear a little around towards the west and now we are going west and I take some peaks that I can just see on the top of a hill or mountain as we are on the bottoms.
We traveled through sand and over gravel, course and fine, until we made 12 miles and camped on the bank of the Colorado.
There is no chance for any landscape here, only on the other side and up stream is a mountain. I thought I would go and see him myself not knowing it was against orders, as I afterwards heard it was.
I am now about 8 miles from our last nighta€™s camp and while on my way here I sometimes discovered something on the ground that looked like a red clear stone. Hah-yo-de-yah, is all he scrub that grows here on this desert and no grass and in the aroyohs, muskeet and a few other scrubs.
This day traveled northwest by west course until we came to where men was digging a well and found water, but it was poor and but little of it and we was ordered to march on to the next, which was 20 miles ahead.
This day made 18 miles over some hills of sand and the bottoms or flats was gravel and sand. In the hollow, when we got to the top of this hill, we saw that there was no outlet to this valley, nor inlet.
Last night, one man catched up with us who had been sent back after a p low that had been left on Hely River by the commissary. Here is a vineyard that looks beautiful and I am told that there have been clusters of grapes that would weigh 14 pounds and that not uncommon. We put up, making 20 miles this day, by a good creek that would make the best of mill seats, not more than two rods to dam in between the mountains of rocks and there might be a lake formed big enough to water all the country below, but lack of building timber here. It made me think of the storm when Joseph Smith was with us between the two Fishing Rivers, only here we had no thunder. Once I felt it in my heart and although our men, many of them had become basically wicked, He would spare them. 4 miles from last nights camp and in plain sight of the snow top mountain described here, which I took yesterday and soon after I took it, I ascended a hill and looked at the northwest and between the hills down a valley, I saw a wide extended plain and an arm of the big waters, putting up a point of land, running into the sea about northwest.
At the northeast mountains covered with snow and here it is hot and all things in bloom, birds singing and all around presents a beautiful sight. The Department of Computer Science hosts the world-famous computer scientist and inventor of Genetic Algorithms (GA's), Dr.


Genalytics Model 6.0 transforms large amounts of transaction data into predictive intelligence and uses genetic algorithms to automatically search and identify key combinations of time series variables found in any dataset. Starting today, past and present IlliGAL lab members and affiliates will team up to blog on genetic algorithms, evolutionary computation, and related subjects.
GECCO, I was re-reading Sam Mahfoud's paper titled "population sizing for Sharing methods". Since niching mechanism is one of the key components of hierarchical and multiobjective genetic algorithms, the population-sizing paper deserves renewed attention. Over a number of years, I've followed research in iGAs and some time ago, I started to collect information about market research and product development with the idea of founding a company to do just that using interactive GA technology. Scalable Parallel Random Number Generators Library (SPRNG): An RNG library that combines various available random number generators and supports both serial and parallel platforms. Mersenne Twister (MT): An RNG which has a period of 2^19937-1 with an assured 623-dimensional equidistribution property (Thanks to Jaume for pointing me to MT).
Experiments showed that a lower mixing rate increases both the population size needed and the convergence time. Business Week article gives an overview of BBN's Boomerang project now fielded in Iraq to protect Allied troops by detecting and locating sniper fire. This story is fine as far as it goes, but as GA afficianadoes well know, the BBN effort was supported by a crack team of card-carrying genetic algorithmists. This year's Genetic and Evolutionary Computation Conference (GECCO-2005) is 25-29 June 2005 in Washington DC. Those with artistic or creative talent should try their skills at designing the new SIGEVO logo as the competition ends February 7th. Martin Pelikan's book titled "Hierarchical Bayesian Optimization Algorithm: Toward a New Generation of Evolutionary Algorithms" is now available. More details regarding hBOA and to download the software visit the hBOA page and Martin's webpage. Lately, I have moved from WEKA to D2K, a data mining framework developed by the Automated Learning Group at the National Center for Supercomputing Applications. We all know that computational complexity of GAs depends primarily on the population size and the number of generations. What I like on using the bisection method is that all parameter tweaking will be done automatically (and thus I don't have to do it myself), because the remaining GA parameters do not influence time complexity as much (mostly by some constant factor and that's not so important when we talk about asymptotic upper bounds). Of course, the above thinking is correct only if larger populations lead to better solutions (given enough generations we should all be able to believe this fact) and if smaller populations do not significantly increase the number of generations (in all cases I studied, any sufficiently large population size lead to about the same number of generations, as can be expected for many variants of evolutionary algorithms based primarily on recombination). Technology Review article also highlights the history of evolutionary computation a€“ briefly mentioning the work of Holland, Goldberg, Koza, and others.
Theory and Applications of Efficient Multi-Objective Evolutionary Algorithms (CS, Feng Chia University, 2004) was ranked number one among all CS dissertations in a national competition held under the auspices of the Institute of Information & Computing Machinery (IICM). Oregon Daily Emerald reports that James Bean, noted operations researcher, genetic algorithmist, and inventor of the random keys technique for permutation and other combinatorial problems, is using genetic algorithms to help develop sustainable automobile technology in his new role as Dean of the Lundquist College of Business. The usage of EDAs can help addressing two major issues in XCS: (1) knowledge extraction and (2) structure identification.
Toronto Globe and Mail reports that researchers at Laurentian University are using genetic algorithms to schedule mining of ore deposits.
Science Daily posts a University of Michigan press release entitled Falling Prey to Machines?
According to Holland, the problem with developing artificial intelligence through things like genetic algorithms is that researchers don't yet understand how to define what computer programs should be evolving toward. According to Holland, advances in software have not kept pace with the exponential improvements in hardware processing power, and there are many artificial intelligence problems that cannot be solved by simply performing more calculations. Acovea (analysis of compiler options via evolutionary algorithm) is an open source project which utilizes GAs to tune the optimization flags for GCC to yield the fastest code specifically for your computer. Another reason for the current situation is that human lifespans are no longer a good match to the turnover in intellectual ideas. So, it is in this sense, that the acceptance of SIGEVO by ACM couldn't come at a better time, and should be seen as a very positive thing. Of course, department heads when asked about tenure and promotion will tell you that each case is special and is scrutinized without regard for brand names. It will take some time to know the overall effect, and indeed, joining a large bureaucratic organization like ACM will come with its share of constraints and costs. Sam Williams's recent article "Unnatural Selection" in Technology Review is getting some blog traction. Another script I use very often is a perl wrapper for gnuplot, the plotting program from the GNU project. This script receives as parameters a variable-length number of data files to overlap in the same plot. Don't forget, the new motherboards and processors drain a lot of power, so you need about 1.5 Amps per node. ATA Engineering announced the release of version 1.0 of the Attune package for test-analysis correlation and model updating. In beta testing, a key aerospace customer used Attune to carry out hundreds of real-time correlation iterations during modal testing of a launch vehicle payload, whereas prior to this they were limited to less than a dozen manual correlations a week.
Additional information is available from the Attune product website or the full press release. Finally, a third way of approaching animation synthesis was presented by Torsten Reil, from Natural Motion.
However, by abstracting the proposed optimizations on large but abstracted code with a proprietary representation, and then projecting execution time based on resource utilization and resulting code classifications for fitness, their system was able to find speedups in a just a couple of hours with only a 2% drop in speedup from that work using actual execution times. John Holland's course, Introduction to Adaptive Systems, wondering what all the genetics stuff had to do with adaptive systems.
That experience on my thesis left me with a thirst to better understand genetic algorithms, how they work, and how to make them work better. My 2002 book, The Design of Innovation, tells the long version of this story, but the basic idea of little modeling is to construct models for various effects in isolation (selection alone, crossover alone, mutation alone), and use dimensional analysis to create models for complex phenomena from pairs of simpler models. More recently, Ali Yassine, Tian-Li Yu, and I have carried the little modeling approach over to organizational theory here. It can be hard to imagine, but just because you really feel like you love your ex girlfriend, this doesn’ t mean that she is going to come back to you. You have to influence her on an emotional level and that isn’ t probably going to happen just because you feel like you still have love for the ex girlfriend.
He’ lmost all end up giving her the impact that he is pretty much obsessed with her and that ends up being a big red flag in her book signaling that you might not be the right guy for her to be with.
However , before you tell your ex girlfriend that you feel that way, you have to bring her back to the stage where she DOES feel the same way. This website is devoted to people who want to cheat on their spouses and wish to have an extramarital.
This website is definitely devoted to the people who want to cheat on the spouses and want to have an extramarital. A bride is likely to spend the majority of her time searching for the perfect gown to dazzle on the special day. A new bride is likely to spend most of her time searching for the perfect gown to charm on the special day.
After all the preparation to find the right day and be the right date, you are all set out with who you think is a fantastic woman. But these behaviours will guarantee almost 100% of times that you will not secure a second day.
So many guys find themselves in this position, especially when it is premature ejaculation that they are trying to cure. For example , say you and your young lady are going at it and items are heating up too quick. Wouldn’ t it end up being great to enjoy sex for just what it is worth and know that you are lasting long enough to please your woman?
All of these men who are getting great success in the bedroom failed to resort to these methods.
When you are consuming right, working out and getting an adequate amount of sleep, everything in your world seems to function at a higher level, including your sex life. You need to get rid of the nerves, relax your body and also last longer and masturbation will do all of this and more for you. You might presume that your own wife or husband is actually having an extramarital affair on a weekly basis but that may not be the case. Now you can take several precautions like maintaining a reasonable range using a different vehicle and maybe wearing some sort of disguise. If you decide the marriage is over and wish to start divorce proceedings he or she will have handed you all the proof you need.
There they encounter resident trout and bass a€“ even sunfish, chubs and dace, all keyed into the increasingly plentiful and highly nutritious bounty of salmon eggs.
Situated 90A km south-west of Prague at the confluence of four rivers, PlzeA? is first recorded in writings from the tenth century.
That vision was about innovation and creativity within the context of an historical tradition. This is what youa€™ll see in a Sobota binding a€“ exceptional attention paid to context and relationships, using materials and technical means that do indeed function and last. He knew his work was valuable and documented it fastidiously a€“ confident that it would be last. There was, however, nothing about his nationalism that demeaned anybody elsea€™s traditions or origins.
That smallish incident within the parade of American fringe politics elicited an insanely violent level of suppression.
Masaryk a€“ and the cute little girl with a bouquet of flowers, is my mother Eva, at the age of three. Schmidta€™s income from the federal mint far exceeded anybody elsea€™s in the extended family and supported a network of cars, cottages and rent-controlled flats.
Schmidt, as he preferred to be called, was a man of conservative demeanor who preferred polite and reserved forms of speech and address.
While visiting their unassuming engraver and extending my tourist visa 30 days at a time, I was quietly becoming qualified for life as a counterfeiter a€“ a vocation within which, one is set for life, however it may eventually turn out. Jan allowed several binders to have their way with it a€“ amo boxes for slipcases with shell casings for hinges and so forth. This next incarnation of our exhibit in PlzeA? was all just a bit more prosaic and provincial.
Is it the binding we consider and exhibit a€“ or is the binding there to conserve a text, which is ultimately the point? There are also binders to whom everything else is merely the text block, who care little if it is an offset trade edition or a book made by hand.
The tales therein recorded reflected the accreted wisdom and wit of a people as they retold them across the highlands in modest log cottages after the harvest was in.
The way of working belongs to the Sobota vision I addressed earlier a€“ the honor and soul to be found in conscientiously made handcrafts. I dona€™t feel that accomplished or ready to assume their mantle and yet with every generation that is what must happen.
Gravels, with just the right flow of fresh water running up through stones of the right size are but a tiny portion of the riverbed.A  The salmon must struggle past cities and sewer pipes, farms and irrigation systems, dams and turbines, fishermen and waterfalls a€“ just to reach the streams of their birth. We passed over the best kind of land I ever saw and came to another creek, putting down from the west into this river large enough to carry a grist mill continually and might be brought onto a overshot wheel as clear as crystal. By studying time series patterns, organizations can identify credit risks, anticipate customer attrition, and detect probable bankruptcies. In April 1994, a graduate student named Kate Sherwood (Ducky) put up the first IlliGAL web page.
In the last American election cycle, blogging grew as a force to rival the mainstream media. The population-sizing estimate though derived for fitness sharing, also holds for other niching methods such as restricted tournament selection as well. Ever since Dawkins famous Blind Watchmaker code, and Caldwell and Johnston's Faceprints work at ICGA 91, the idea of having user-driven subjective functions in place of predetermined objective functions has opened the door to evolving art, music, poetry, and more.
My dreams of a great startup were dashed one semester when during my genetic algorithms course, some students researching their class project uncovered a company that was already vigorously pursuing interactive GAs in marketing applications. A simple idea such as a round robin of small disjoint training sets greatly helps Pittsburgh classifier systems in the quest for generality.
Not only is the math difficult, but the system also had to work in the cacophony of urban warfare, including echoes from shots -- and do it on the move. An article written by BBNers Hussain, Montana, Brinn & Cerys entitled Genetic algorithms for UGV navigation, sniper fire localization, and unit of action fuel distribution was presented last June at GECCO 2004 at the Workshop on Military and Security Applications of Evolutionary Computation (MSAEC-2004). In his book, Martin presents a principled method for designing and analyzing scalable genetic algorithms that can solve boundedly-difficult, hierarchically-decomposable problems in polynomial (usually sub-quadratic) time. I know Martin and Jaume have also been using some of this tools too in their data mining related papers. LIBSVM is an integrated software for support vector classification, (C-SVC, nu-SVC ), regression (epsilon-SVR, nu-SVR) and distribution estimation (one-class SVM ).
Given that we know the optimum, the number of generations can be determined by the GA itself---when the GA finds the optimum or the entire population converges to it (or gets close enough), we've got it. The basic idea is to first determine a reasonable initial interval (min,max) of population sizes where min is too small and max is too large. To eliminate noise, the bisection can be run several times and the results of all bisection runs can be averaged (right now I use 10 rounds of bisection, each with 10 runs).
To determine whether or not the second condition is at least partially satisfied, one can try one problem size (rather larger than smaller) and test whether the overall complexity decreases for larger populations than the one determined by the bisection. From jet engine fan blade design to minimizing power consumption of long-distance pipelines, the article cites several applications of genetic algorithms and genetic programming. Recently, such approaches are slowly infiltrating in the learning classifier systems world.
Knowledge extraction addresses the issue of mining problem knowledge from the final solution developed by XCS. He told me that the problematic GA runs would converge to a mediocre solutions, but different parts within those solution were of good quality.
Thesis Symmetry in the Representation of an Optimization Problem and related papers, available as IlliGAL technical reports 2001020 and 2001030 are a good starting point for anyone interested in knowing more about symmetry and synchronization problems in optimization in general, and GAs in particular.
While hardware performance continues to double almost every year and a half, the doubling time for software performance is at least 20 years. I've been heavily involved in the process of this transformation, and so my views are not entirely unbiased (no one's views are entirely unbiased or so any good postmodernist would claim), but I think this move is good for ISGEC, good for ACM, good for the field of genetic and evolutionary computation, and good for computer science. First wave evolutionary computation researchers (and cyberneticists of all stripes) in the late 50s and 60s were just getting their sea legs under them when Minsky and Papert's premature and misleading hatchet job on neural networks appeared and took the wind out of cybernetic sails generally. With GECCO as an ACM conference proceedings, young faculty can safely put their work there without endlessly defending their choice. Department heads have told me that the decision to move from ISGEC to SIGEVO will make absolutely no difference to them. But, in the end, I believe the young people in the PhD pipeline will benefit immensely through higher probability of hiring, better chances to tenure, and improved prospects of funding as the once outlaw field of genetic algorithms and evolutionary computation comes in off the range, hangs up its six-shooter, and becomes a law-abiding denizen of the mainstream of computer science. I have used it extensively to compute statistical tests, and I made a script to automatize most of the testing process.
It uses the Bonferroni correction to ajust the significance level of the tests for the multiple comparisons.
The script generates draft plots just to check how do the results look, without the overhead of launching other programs that can generate more fancy plots like Matlab. We mostly use the cluster to run multiple GA runs to collect statistics, and also for testing the effect of different parameters on the scalability of the algorithms (For example, see Martin's blog).
That means they produce a lot of heat, but nothing that a few well placed fans and couple of ACs can't fix.
He tackled the problem by using a set of controllers and running it through a set of genetic algorithms to develop the motion he wanted out of them. This still gave an overall 10-20% speedup when the found choice of optimizations were applied.
Shortly thereafter, I proposed applying genetic algorithms to gas pipeline optimization and rule learning, did so, and went on to take my first teaching job at the University of Alabama.
And that thirst led me to try difference equations, Markov chains, transform methods, anything that I could get my hands on, to help me do a better job in GA analysis and design. For example, we might create a model for convergence time under selection alone, combine this with a model for mixing under crossover alone, and consider the pairwise effect as a dimensionless ratio of the two times. It’ s easy to seem like she should do that, because you probably assume that all she wants to understand is that you still love her.
When love is one sided, it doesn’ t make for a situation where a relationship is going to work. Letting her know that you still think about her is a good thing, making it seem like an obsession is not a very important thing.
You see a lot of good things taking place with this woman and you keep thinking in your mind that you don’ t wish to screw this up.
This particular act could also get you arrested and labeled as a stalker on your internet dating site’ s forums. Reading between the lines, however , will help you figure out a better plan so she will be delighted to go out with you again. There are things that you could be doing at this very moment that will help you last longer in bed tonight. Attempt masturbating as close to the real factor as possible, by using lubricant and viewing pornography.
Well, men all over the world have found a quick fix for premature ejaculation and it has transformed the way in which they have got sex.
Instead, they will used natural ways to build their stamina in bed and that is just what you will definitely do as well.
Tingling lubricants contain numbing agents that will help to last longer in bed without any harming results.
By being healthy, you will reap the benefits and also last longer because you will have more control of your body through a powerful mind.
For one, masturbation as a way to end premature ejaculation is one of the best organic ways to achieve just that. It may be quite difficult to get a really feel for when your spouse is meeting up with the other person.
However more than anything you should have some kind of back up plan in case you do get caught by your spouse. If your husband or wife is known for their jealousy, physical or emotional abuse, you may end up putting yourself in serious danger if you were to ever get caught For that reason make sure to at all times let someone know where you are going. No matter how much you want to know that your spouse is having a good affair it is important to be safe. This widely beloved stamp was re-issued in 2000 and mother continues to receive philatelic fan mail to this day.
He died the day I was composing a colophon for the Spawned Salmon with words of praise for his lifea€™s work.
His talk on Complex Adaptive Systems (CAS) will discuss the study of complexity, innovation, and relations between CAS and GA's. To my discredit, I didn't understand why she was so fascinated by the web, but in my defense, I didn't get in her way.
In less well followed topics, blogging is growing at astonishing rates, and we hope that IlliGAL Blogging will become a resource and focal point for intelligent discourse in the growing community of genetic and evolutionary computation (GEC).
Of course, a lot of water has passed over the iGA dam since the early days, and for those interested in a fairly recent update on the state of interactive evolutionary computation, I recommend Hideyuki Takagi's article. That company, Affinova, has married iGAs and practical market research and product development notions to create a unique line of products and services. On the Michigan approach, however, such issue was settled down after the idea of evolving classifiers based on accuracy by Wilson (now celebrating the 10th anniversary of its publication).
The paper details the development of Boomerang and other GA-based military-security applications. Written in Java, it is easy to use, providing a flexible environment for rapid preliminary filtering and analysis of raw data. The thing I like the most about D2K, and one of the reasons for switching, is the data flow oriented paradigm that it uses. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. Most likely, the complexity increases with the population size and thus the bisection can run the experiments for us. Chen takes the methodology of The Design of Innovation and applies it to understanding the approximate complexity of multiobjective evolutionary algorithms (MOEAs). The goal is to identify most important features in the problem and the dependencies among those features. I remembered Clarissa's worka€”that she did during her visit to IlliGALa€”about how strong symmteries in problems such as Ising and other spin-glass models can cause synchorinization problems and how niching methods can be used to avoid them. Intelligence was just one of many traits that human beings exploited to increase their odds of survival, and the test for survival was absolute.
For too long, GAs and EC more generally have lived in the backwaters of academic and industrial life.
When he was asked how the acceptance of his revolutionary ideas in quantum physics was going, it is reported that he said, "Wonderful, lots of funerals." In Plank's day, perhaps the natural turnover in faculty matched the turnover of ideas, but in our time, rapid change in thinking has not been matched with a concomitant shortening of faculty life expectancy.
With ACM affiliated journals in EC and GP, department heads have the moral equivalent of a Good Housekeeping seal of approval on our field to rely upon instead of the pleas of a lone faculty member up for tenure. But consumers will tell you that their decisions to buy products are also made on a case-by-case basis without regard for brands--as their grocery baskets fill with Crest, Tide, Mach 3, Ragu, Pepsi, Twinkies, and Tide. It supposes that the results are paired, like the results obtained, for instance, from a stratified ten-fold cross-validation test. Since then, quite a few people have asked me a how to build such a cluster, what components to buy, etc.
Although I had succeeded in applying GAs in my problem domain, my doing so left me with as many questions as I answered.


At first, my studies took me toward more esoteric and sophisticated tools, but then my training in fluid mechanics kicked (somewhere between my leaving Alabama and coming to Illinois), and I turned to the methodology of little models, including facetwise models, and patchquilt integration using dimensional analysis.
This approach, though algebraically simple, is remarkably powerful in helping sort out experimental results and organize a researcher's thinking. Nevertheless , as many guys find out, just letting their ex girlfriend know that they are nevertheless in love with her is in no way an assurance that she is going to come back to them. The good news is that you are aware of a right way and a incorrect way to approach this date. They wait to capture you at your most helpless minute and then they prey on you and pressure you to buy product after item, claiming that all of them are exactly what you have to help your current situation, but they don’ t work. Second of all, if you use a desensitizing cream, are you going to eventually lose all feeling in your penis? There is no need for that cream, pills and sprays whenever relief is a natural treatment away. The more stimulation you can give yourself the better, because the more realistic it will be. You get to masturbate before sexual intercourse and you get to last long enough to give her pleasure.
When a man has an orgasm, his body enters a stage known as the refractory time period and this is when the body must reset itself.
You might also find yourself consuming time off from your job to secret agent on your mate. The engraving was masterfully done by Schmidta€™s long-dead colleague, Bohumil Heinz (1894-1940). The state security apparatus was surely aware of my presence, but if they kept tabs on me, I never knew. Torrey (1856-1928) was a Congregational evangelist, teacher, author, born in Hoboken, New Jersey. Since then, the IlliGAL web site has grown and users from countries around the world generate some 8.4 million hits in nearly 200,000 visits annually. Subsequently I met company executive Rob Frasca in another context, and got the chance to tell him how Affinova was the company that broke my entrepreneurial heart. Like supersonic airplanes, bullets create shock waves -- mini-sonic booms -- as they speed through the air. These efforts are the result of longstanding GA work at BBN initiated by Dave Davis (now of NuTech Solutions) and carried on by Dave Montana and other hardworking GA types. Recently, I have notice the existence at least more than 20 different projects using such framework. Using an intuitive graphical editor, complicated analysis and visualization task are rapidly deployed by simple drag & drop.
I have been using it in some of my recent research, and if you are interested in such areas, I definitely recommend you to take a look at it.
A "good" population size should be the one that ensures reliable convergence to the optimum (where "reliable may be defined any way we want, for instance, that the algorithm finds the optimum successfully in 9 out of 10 independent runs). Thereafter, he successfully applies carefully designed MOEAs to problems in production planning and design of nearest-neighbor classifiers.
Bean was on the faculty of the Department of Industrial and Operations Engineering (IOE) of the University of Michigan for many years, where he also held the position of Associate Dean for Academic Affairs. The extracted knowledge may not only be used for further data mining, but may actually be re-fed into the system giving it further competence in solving problems in which dependent features, that is, building blocks, need to be processed effectively. So, I suggested him that there might be synchronization issues with the problematic instances and using a niching method might be the solution.
No mention is made of who the reseachers are or what department, college, or lab they come from.
Defining an equivalent test of fitness for targeting intelligence as an evolutionary goal for machines, however, has been elusive.
Finally, the rise of symbolic AI and the subsequent cybernetics winter made it academically disreputable to persist in the "folly" of genetic algorithms and evolutionary computation, but persist the field did, and we are here today because of the courage of a small group who swam against the intellectual currents of the 60s, 70s, and 80s.
The result is large numbers of powerful faculty in charge with ideas in mind that are more than a little behind the time.
In a busy world, trusted brands allow buyers to get quality products at low risk of error and low search costs.
These optimizations seek to reduce memory or power usage, or to speedup the needed execution time.
And although I had used GAs to help solve interesting engineering problems, I was unhappy with GAs--and my own lack of understanding of GAs--as engineered objects. Try avoiding your climax for as long as possible and recognizing the particular sensations when you do feel like you are near to orgasm. Not to mention, if you do use a desensitizing lotion, then you must talk to your partner about this because she will naturally receive some of the same effects, which is the last thing any kind of woman wants in bed.
Everything is just so wonderful and everybody so creative, but suspending judgment long enough to actually look at some artwork and then giving it a chance isna€™t so bankrupt, is it? Human body parts are again flying and the Baron is at his best defeating Turks and evading friendly fire from buffoonish generals. Farmers would occasionally find their possessions and take them as souvenirs, unaware that the last Indians still lived in their midst.
Damn the cost; ita€™s who we are and the last material vestiges of soulful encounters with our elders a€“ onea€™s whose stories are slipping inexorably away, thinned by each passing year and generation.
Their kids were grown and they were by then slipping into that last, reflective phase of life a€“ done competing. The website has undergone kaizen or continual improvement since Ducky's early efforts, and this blog represents the latest in a series of new features to be added to the site over the years. For those interested in a nice case study of marrying GAs and business read the Affinova white paper here.
So if engineers arrange seven microphones like the spines of a sea urchin, a shock wave from a bullet will hit each microphone at a slightly different time, like a wave lapping against different pebbles on a beach. It is difficult enough working in the obscure vineyards of GAs and EC, but when a group used to toiling in obscurity does something deserving of national recognition, it would be nice if the mainstream business press would get the story right and at least mention the names of the people who really got the job done. I have been heavily using D2K in the DISCUS project, and I have no regrets about not using WEKA anymore. Herb Simon talks about decomposability of most complex real-world systems, which is a feature that a good evolutionary algorithm should be able to exploit. The dissertation concludes with novel theory and empirical work that carry over the method of fitness inheritance to MOEAs. Lo and behold, he came back yesterday and said using niching significantly improved the GA performance! Nonetheless, a Google search on the search terms, "genetic algorithms," "mining," and "Laurentian University" quickly leads to the following link. Thus, it is difficult to draw comparisons between how human intelligence developed and how artificial intelligence could evolve.
After all, evolution is one of the biggest ideas in all of science, and the impact of modern genetics is hard to overstate, so it seems quite natural that computations based on evolution and genetics should have an important place in science and technology. Unfortunately, the most obvious solutions to this problem are serious felonies, and no one is here suggesting that steps be taken to cull the herd.
In the new world of ACM and SIGEVO, CS departments and their heads will be able to rely on a trusted brand in one of the most important decisions they make, the hiring, retention, and promotion of faculty.
Her system tries to determine which combinations and orderings of optimizations should be performed on which portions of the code. You want to implement any further techniques when you feel this sensation, therefore get to know it really well. You will still be able to achieve and maintain an erection; it will just be harder to orgasm. This requires pressure off of you and helps to decrease that performance anxiety that you may know too well. While this is happening, you could be making love to your girl and lasting to get a much longer time while you prepare for the next orgasm. These scraps turned out to be a deck of medieval playing cards - the second oldest such cards known. A book is so much more than the sum of its parts a€“ and yet each of us tends to have our own bailiwick in which we shine and to which we look first.
Only good words is what I have about D2K's quality and how much effort the ALG people put into it to make a great package easy to extend and customize.
I'd strongly suggest this book to anyone interested in somewhat a philosphical discussion of what types of problems we should be trying to solve with our optimizers.
The Laurentian University Mining Automation Laboratory (LUMAL) under the direction of Nick Vayenas is applying simulation, robotics, and genetic algorithms to various mining problems.
Why, then, have GAmists and ECers been largely relegated to second tier schools, non-tenured posts, or non-CS departments (even, god forbid, engineering departments)? And thanks to Srikant-Uni-of-Glasgow-Travails and SoloGen for the links to IlliGAL Blogging.
These plates have been inked and wiped by hand, employing methods that woulda€™ve been familiar to Rembrandt. We can pray for crisper reporting from the the Globe and Mail, but in the meanwhile, odds are that this is the GA mining work that was so cryptically cited.
They crashed with my wife Jana and me in Kalamazoo, while taking the a€?orientation coursea€?nearby. I can confidently report back to my English reader, that Jan would only grow in stature for you, if you could have fully understood the subtlety of his thoughts in his own maternal tongue. Work in this area traditionally relies on actual execution time for fitness, which may require up to 50 hours to determine which optimizations should be performed on a small piece of code. Perhaps right for those who shouldna€™t have sharp objects, for fear of hurting themselves. That show was purchased whole by Special Collections at Western Michigan University and constitutes the largest collection of Sobota bindings and the most complete archive of my work. Moody called Torrey to Chicago to become the superintendent of the school which became known as the Moody Bible Institute. Few people would have cast a second glance at that glued-up mess of moldering old papers before pitching it, nor would they have recognized what they had in hand or known how to restore or sell it. He also served as pastor of the Chicago Avenue Church, now the Moody Memorial Church, for twelve years.
These folks were a profound blessing to a family facing some truly rough sailing a€“ a Godsend.
Schmidt had worked was signed with warm dedications to him and thus worth real money to collectors. He wanted to see the printmaker in me come to full fruition and I wanted to be worthy of his attentions. The family has dwelled within sight of the seats of power, pushing copper plates through a press and outlived the Hapsburg Monarchy, First Republic, Nazis and Communists.
The intact packages were still there on their shelves, all duly graded, labeled and priced, awaiting an owner who was never to return.
Between 1902-1906 Torrey and Charles Alexander conducted a very fruitful evangelistic outreach in Australia, Tasmania, New Zealand, India, China, Japan, Britain, Germany, Canada, and the USA. Back home, their Czech neighbors would have envied them and accused them of theft or worse, but people here seemed to be pleased as punch to see them prosper a€“ genuinely happy for them.
Those items too, kept trickling out the door, until there came a sad, sad day, when the golden eggs were all gone.
From 1912-1924 Torrey was dean of the Bible Institute of Los Angeles during which he pastored the Church of the Open Door. His remaining years involved holding Bible conferences, teaching at the Moody Bible Institute, and other endevours. They bashfully admitted their foolishness and went back to making beautiful books a€“ and their American friends were so relieved to see them regain their sanity. You take time to grieve and then pick yourself up by your bootstraps (by God a€“ get a grip) and get on with it (Rome wasna€™t built in a day you know).
StrejA?ek was still working, but it was all coming to an inevitable end, as he grew shaky of hand and hard of seeing.
Enriched by my days of being nurtured by Prague, Matkou MA›st (Mother of Cities), I moved on to meet my destiny with art. I had been a Christian a good many years, and a minister of the Gospel several years, before it ever entered my head that tracts were of much value in Christian work. I had somehow grown up with the notion that tracts were all rubbish, and therefore I did not take the trouble to read them, and far less did I take the trouble to circulate them, but I found out that I was entirely wrong.
I wish every worker did that, but how often we get to talking to some one and he is smart enough to get us off on to a side track.A 3.
I have known Christian workers, even workers of experience, who would sometimes get all stirred up, but you cannot stir up a tract It always remains as calm as a June morning.A 4.
Oftentimes people who are too proud to be talked with, will read a tract when no one is looking. There is many a man who would repulse you if you tried to speak to him about his soul, who will read a tract if you leave it on his table, or in some other place where he comes upon it accidentally, and that tract may be used for his salvation.A 5. As he was leaving, a card tract was placed in his hands which read, "If I should die to-night I would go to ______ Please fill out and sign." He put it in his pocket, went to his steamer, for he was a sailor, and slipped it into the edge of his bunk. Finally he said, "If I should die tonight I would go to hell, but I will not go there, I will go to heaven, I will take Christ right here and now." He went to Liverpool, returned to New York, went to the mission, told his story, and had the card, which was still in his pocket, filled out and signed with his name.
The author of one tract ("What is it to believe in the Lord Jesus Christ?") received before his death upwards of sixteen hundred letters from people who had been led to Christ by reading it.A II. A tract will often succeed in winning a man to Christ where a sermon or a personal conversation has failed. There are a great many people who, if you try to talk with them, will put you off; but if you put a tract in their hands and ask God to bless it, after they go away and are alone they will read the tract and God will carry it home to their hearts by the power of the Holy Ghost. One of our students wrote me in great joy of how he had at last succeeded in winning a whole family for Christ. One day he left a tract with them, and God used that tract for the conversion of four or five members of the family.
When he had gone, the woman of the house saw the Bible, picked it up, opened it, saw the tract and read it.
The Spirit of God carried it home to her heart, and when he went back after the Bible she told him she wanted to find the Lord Jesus Christ. I once received a letter from a man saying, "There is a man in this place whom I tried for a long time to reach but could not. A little tract on the Second Coming of Christ, once sent me in a letter, made a change in my whole life. I do not think the tract was altogether correct doctrinally, but it had in it an important truth, and it did for me just the work that needed to be done.A There is a special class of people with whom this form of ministry is particularly helpful, those who live where they do not enjoy spiritual advantages.
You may know some one who is leading a very unsatisfactory life, and you long to have that person know what the Christian life really means. It is the simplest thing in the world to slip into a letter a tract that will lead him into an entirely new Christian life.A 3. In our personal work we have not always time to lead a man out of his error, but oftentimes we can give him a tract that can do the work better than we can. If you tried to lead him out of his error by personal work, you might get into a discussion, but the tract cannot. It might take some time to lead such a one out of the darkness into the light, but a tract on that subject can be secured that has been used of God to lead many out of the bondage of legalism into the glorious liberty of the Gospel of Christ.A 4. He was a plain, uneducated sort of fellow, but a little tract on personal work was placed in his hands. He read it and re-read it, and said, "I am not doing what I should for Christ." He went to work among his companions in the factory, inviting them to the church, and to hear his pastor preach.
Just that one plain factory man was the means of getting a great convention and blessing to that place, and all from reading that little tract. It would be possible to fill this country with literature on Christian work that would stir up the dead and sleeping professors of religion throughout the land, and send them out to work for the Lord Jesus Christ.A III. Many ministers do make constant use of them in their pastoral work, leaving well chosen tracts where they make their pastoral calls, handing out tracts along the line of the sermons that they preach.
Edward Judson of New York, that he seldom makes a call without having in his pocket a selection of tracts adapted to almost every member of the family, and especially to the children. In this way he comes into personal touch with the whole audience, gives each stranger a cordial welcome, and leaves in his hand some message from God. On this he prints the notices of the services, and selecting his church as a center, he has this tract put in the hands of every person living within half a mile in each direction, regardless of creed or condition. He sometimes uses 10,000 tracts at one distribution, and finds it very fruitful in results."A 2. A Christian "drummer" with a well-assorted selection of tracts can accomplish immeasurable good.A 4. Business men can use tracts to good advantage with the very men with whom they have business engagements.
Many a business man slips well chosen tracts into many of the letters which he writes, and thus accomplishes an effective ministry for his Master.A 5.
It is very difficult for school teachers in some cities and towns to talk very much with their pupils in school. Oftentimes the rules of the school board prevent it entirely, but a wise teacher can learn all about her scholars and their home surroundings, and can give them tracts just adapted to their needs.A 6. She can hand these out to the servant girls, the grocery men, the market men, the butcher, to the tramps that come to the door. It is easy enough to talk after you have started, but how are you going to start a conversation naturally and easily?
As she came back and sat down in the seat in front of me, she bowed, and of course I knew I was right as to who she was. I took out a little bundle of tracts, and selecting one that seemed best adapted to her case, I handed it to her, having first asked God to bless it.
She almost burst into tears right there in the car, and in a very few moments that ministera€™s daughter was rejoicing in the Lord Jesus Christ as her personal Saviour. As she afterwards passed out of the car, she said, "I want to thank you for what you have done for me in leading me to Christ."A 2. As a rule when you have finished talking with some one, you should not leave him without something definite to take home to read. If the person has accepted Christ, put some tract in his hands that will show him how to succeed in the Christian life.
If the person has not accepted Christ, some other tract that is especially adapted to his need should be left with him.A 3. For example, one night at the close of a tent meeting in Chicago, as I went down one of the aisles a man beckoned to me, and intimated that his wife was interested.
She was in tears, and I tried to talk with her, but she stammered out in a broken way, "We dona€™t talk English." She had not understood a word of the sermon, I suppose, but God had carried something home to her heart. They were Norwegians, and I could not find a Norwegian in the whole tent to act as interpreter, but I could put a Norwegian tract in her hand, and that could do the work. Time and time again I have met with men deeply interested about their soula€™s salvation, but with whom I could not deal because I did not talk the language that they understood.A One day as I came from dinner, I found a Swede waiting for me, and he said he had a man outside with whom he wished me to talk. The Swede had found him drunk in an alley and dragged him down to the Institute to talk with me. I found he could not talk English, and I talked English to the Swede, and the Swede talked Swedish to the Norwegian, and the Norwegian got a little bit of it.
I made it as clear as I could to our Swede interpreter, and he in his turn made it as clear as he could to the Norwegian. Then I put a Norwegian tract in his hands, and that could talk to him so that he understood perfectly.A Oftentimes a conversation is impossible because of the place where you meet people.
For example, you may be on the street cars and wish to speak to a man, but in many instances it would not be wise if it were possible, but you can take the mana€™s measure and then give him a tract that will fit him.
You may be able to say just a few words to him and then put the tract in his hands and ask God to bless it.A 4.
Especially use them to send to people who live in out of the way places where there is no preaching.
There are thousands of people living in different sections of this country where they do not hear preaching from one yeara€™s end to another. It would be impossible to send an evangelical preacher to them, but you can send a tract and it will do the preaching for you.A V. They are being circulated free by the million, and one needs to be on his guard, lest he be doing harm rather than good in distributing tracts.
Of course we cannot read all the tracts in foreign languages, but we can have them interpreted to us, and it is wise to do so.
Select the best, and arrange them for the different classes of people with whom you come in contact.A 4. If there is any place where we need wisdom from above, it is in the selection of tracts, and in their distribution after their selection.A 5. Do not merely give out the tract and there let the matter rest, but whenever you give out a tract ask God to bless it.A 6.
People are not likely to read tracts if you hand them to them as if you were ashamed to do it; but if you act as though you were conferring a favor upon them, and giving them something worth reading, they will read your tract.
It is often well to say to a person, "Here is a little leaflet out of which I have gotten a good deal of good.
I once received a letter from a man saying, "There is a man in this place whom I tried for a long time to reach but could not. It is often well to say to a person, "Here is a little leaflet out of which I have gotten a good deal of good.



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