grasshopper-galapagos遗传算法.doc

Evolutionary Principles applied to Problem Solving 遗传算法 There is nothing particularly new about Evolutionary Solvers or ic Algorithms. The first references to this field putation stem from the early 60's when Lawrence J. Fogel published the landmark paper "On anization of Intellect" which sparked the first endeavours into puting. The early 70's witnessed further forays with seminal work produced by -among others- Ingo Rechenberg and John Henry Holland. putation didn't gain popularity beyond the programmer world until Richard Dawkins' book "The Blind Watchmaker" in 1986, which came with a small program that generated a seemingly endless stream of body-plans called "Bio-morphs" based on human selection. Since the 80's the advent of the puter has made it possible for individuals without government funding to apply evolutionary principles to personal projects and they have since made it into mon parlance. 其实在遗传算法和基因算法里并什么特别新的理论出现,该领域的第一篇文献出现在六十年代由 Lawrence J. Fogel 出版的具有里程碑意义的论文“智能组织”,这篇论文使人们开始致力于研究遗传算法。七十年代又由 ngo Rechenberg and John Henry Holland 的工作进一步带动了基因算法的发展,遗传算法直到 1986 年才因为 Richard Dawkins 的“ The Blind Watchmake ”而让人广为人知, 里面有个小的例子, 基于人类的选择仍然会产生无尽的被称为“生态形变”的动作计划。 80 年代由于个人电脑的出现使得每个人都可以将进化算法用于个人项目而不用政府提供资金支持,从此,进化算法开始像日常话题一样进入公众视野。 The term "puting" may very well be widely known at this point in time, but they are still very much a programmers tool. 'By programmers for programmers' if you will. The applications out there that apply evolutionary logic are either aimed at solving specific problems, or they are generic libraries that allow other programmers to piggyback along. It is my hope that Galapagos will provide a generic platform for the application of Evolutionary Algorithms to be used on a wide variety of problems by non- programmers. 虽然现在进化算法在现在已经广为人知, 但他大部分还作为编程工具使用, 只是程序员和程序员之间交流, 遗传算法即使应用也是处理一些特别的问题, 大部分时间还是呆在通用库里等着程序员来用它, 我希望 galapagos 可以提供一个遗传算法的广泛平台来让那些非编程人员来处理一些问题。 Pros and Cons 赞成和反对 Before we dive into the subject matter too deeply though I feel it