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 chapte
Evolutionary computation: advanced algorithms and operators Volume 2
β Scribed by Thomas Baeck, D.B Fogel, Z Michalewicz
- Book ID
- 127425091
- Publisher
- Taylor & Francis
- Year
- 2000
- Tongue
- English
- Weight
- 3 MB
- Series
- Evolutionary Computation
- Edition
- 1
- Category
- Library
- ISBN
- 0585303630
No coin nor oath required. For personal study only.
β¦ Synopsis
Volume I provided the general theory of evolutionary computation. This second volume on the other hand aims at introducing the reader to more practical aspects of evolutionary computation. While i found the first volume great, this second volume lacked the details that are required to provide an intuition of the working of advanced evolutionary techniques. I feel that "How to solve it" by Michalewicz and Fogel and "Genetic algorithms + data structures = evolution programs" by Michalewicz both provide this experience useful to implement evolutionary techniques, by not trying to trade-off pages for understandability. I would not recommend this book because it tries to introduce advanced aspects that are too difficult to cover in a single chapter each. If you really want to understand the practice of evolutionary techniques, you need a good intuition of how the various operators and structures work on real problems, just reading a few pages will not do the job.
π SIMILAR VOLUMES
This book constitutes the refereed proceedings of the Second International Symposium on Intelligence Computation and Applications, ISICA 2007, held in Wuhan, China, in September 2007. The 71 revised full papers cover such topics as evolutionary computation, evolutionary learning, neural networks, sw