| 书目名称 | Introduction to Genetic Algorithms |
| 编辑 | S.N. Sivanandam,S.N. Deepa |
| 视频video | |
| 概述 | Basic introduction to Genetic Algorithms.contains basic concepts, several applications of Genetic Algorithms and solved Genetic Problems using MATLAB software and C/C++.Written for a wide range of rea |
| 图书封面 |  |
| 描述 | Theoriginofevolutionaryalgorithmswasanattempttomimicsomeoftheprocesses taking place in natural evolution. Although the details of biological evolution are not completely understood (even nowadays), there exist some points supported by strong experimental evidence: • Evolution is a process operating over chromosomes rather than over organisms. The former are organic tools encoding the structure of a living being, i.e., a cr- ture is “built” decoding a set of chromosomes. • Natural selection is the mechanism that relates chromosomes with the ef ciency of the entity they represent, thus allowing that ef cient organism which is we- adapted to the environment to reproduce more often than those which are not. • The evolutionary process takes place during the reproduction stage. There exists a large number of reproductive mechanisms in Nature. Most common ones are mutation (that causes the chromosomes of offspring to be different to those of the parents) and recombination (that combines the chromosomes of the parents to produce the offspring). Based upon the features above, the three mentioned models of evolutionary c- puting were independently (and almost simultaneously) developed. |
| 出版日期 | Book 2008 |
| 关键词 | MATLAB; algorithm; algorithms; evolution; evolutionary computation; genetic algorithms; genetic programmin |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-540-73190-0 |
| isbn_softcover | 978-3-642-09224-4 |
| isbn_ebook | 978-3-540-73190-0 |
| copyright | Springer-Verlag Berlin Heidelberg 2008 |
发表于 2025-3-21 19:20:37
