The first volume provides a very broad coverage of the "evolutionary" literature. Reading this first volume will probably save you a lot of time. The evolutionary literature actually becomes quite large these days. The focus of this first volume is on broad coverage, not details although some chapters are already quite advanced.
If you need a fast coverage of the literature in evolutionary computation, this is the book. Pointers to all decisive contributions to the field are there. Reading from cover to cover might be difficult if the purpose is to introduce one to the field, but this is certainly the reference i would suggest to students and researchers new in this field. Each chapter is self-contained and references to the most important works for each chapter is provided at the end of the chapter.

![“Evolutionary Computation 1: Basic Algorithms and Operators (English Edition)”,作者:[Thomas Baeck, D.B Fogel, Z Michalewicz]](https://images-cn.ssl-images-amazon.cn/images/I/11RGjrCdvsL.gif)
Evolutionary Computation 1: Basic Algorithms and Operators (English Edition) 1第一 版本, Kindle电子书
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The field of evolutionary computation is expanding dramatically, fueled by the vast investment that reflects the value of applying its techniques. Culling material from the Handbook of Evolutionary Computation, Evolutionary Computation 1: Basic Algorithms and Operators contains up-to-date information on algorithms and operators used in evolutionary computing. This volume discusses the basic ideas that underlie the main paradigms of evolutionary algorithms, evolution strategies, evolutionary programming, and genetic programming. It is intended to be used by individual researchers, teachers, and students working and studying in this expanding field.
- ISBN-13978-0750306645
- 版本1st
- 出版社CRC Press
- 出版日期2018年10月3日
- 语言英语
- 文件大小8611 KB
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"This new volume contains some extended material and provides basic information on evolutionary algorithms. . . This book provides an interesting reference for theorists, teachers, and practitioners also." H D Hecker in Zentralblatt Math" ew volume contains some extended material and provides basic information on evolutionary algorithms. . . This book provides an interesting reference for theorists, teachers, and practitioners also." H D Hecker in Zentralblatt Math" --此文字指其他 kindle_edition 版本。
目录
WHY EVOLUTIONARY COMPUTATION? Introduction to evolutionary computation Possible applications of evolutionary computation Advantages (and disadvantages) of evolutionary computation over other approaches EVOLUTIONARY COMPUTATION: THE BACKGROUND Principles of evolutionary processes Principles of genetics A history of evolutionary computation EVOLUTIONARY ALGORITHMS AND THEIR STANDARD INSTANCES Introduction to evolutionary algorithms Genetic algorithms Evolution strategies Evolutionary programming Derivative methods in genetic programming Learning classifier systems Hybrid methods REPRESENTATIONS Introduction to representations Binary strings Real-valued vectors Permutations Finite-state representations Parse trees Guidelines for a suitable encoding Other representations SELECTION Introduction to selection Proportionary selection and sampling algorithms Tournament selection Rank-based selection Boltzmann selection Other selection methods Generation gap methods A comparison of selection mechanisms Interactive evolution SEARCH OPERATORS Introduction to search operators Mutation operators Recombination Other operators INDEX --此文字指其他 kindle_edition 版本。
基本信息
- ASIN : B07KTG5HVH
- 出版社 : CRC Press; 第 1st 版 (2018年10月3日)
- 出版日期 : 2018年10月3日
- 语言 : 英语
- 文件大小 : 8611 KB
- 同步设备使用情况: : 根据出版商限制,最多 4 台同步设备
- 标准语音朗读 : 未启用
- 用于教科书的 X-Ray: : 已启用
- 生词提示功能 : 未启用
- 纸书页数 : 378页
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J. Sheppard
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More trouble with publisher than author
2002年12月4日 -
已在美国亚马逊上发表
Overall, this and the second volume combined do well to cover the major topics of evolutionary computation. Unfortunately, the IOP (the publisher) is not very good making the books (especially the first volume) available. I used both volumes for a course I teach in evolutionary computation. I completed the course, and most of my students received volume 2, but did not get volume 1 until well after the semester was over.
In fairness, things may have changed since this class was taught. I would STRONGLY suggest that anyone interested in the books contact the publisher prior to order to make sure they will be received in a timely manner.
The contents of these volumes used to be available free online from the IOP site. They are still on the IOP site, but you now have to pay. Pity.
In fairness, things may have changed since this class was taught. I would STRONGLY suggest that anyone interested in the books contact the publisher prior to order to make sure they will be received in a timely manner.
The contents of these volumes used to be available free online from the IOP site. They are still on the IOP site, but you now have to pay. Pity.
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