- Series: Genetic Algorithms and Evolutionary Computation (Book 2)
- Hardcover: 382 pages
- Publisher: Kluwer Academic; 2002 edition (October 1, 2002)
- Language: English
- ISBN-10: 9780792374664
- ISBN-13: 978-0792374664
- ASIN: 0792374665
- Product Dimensions: 6.1 x 0.9 x 9.2 inches
- Shipping Weight: 1.8 pounds (View shipping rates and policies)
- Average Customer Review: 1 customer review
- Amazon Best Sellers Rank: #11,832,220 in Books (See Top 100 in Books)
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Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation (Genetic Algorithms and Evolutionary Computation) 2002nd Edition
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Most of the chapters of this edited collection were authored or coauthored by the editors. So, algorithms developed by other people do not get a lot of attention. However, the editors (or is it the authors) manage to include chapters on combinatorial, continuous, and discrete optimization.
There is a section on machine learning applications that is OK, but the last chapter on training neural nets with EDAs is very weak (look ma I used this and it worked...). Except for this chapter, the rest of the chapters in this section use careful experiments and statistics to make their points.
Making the source code available would have improved things and would make it easier for people to try these algorithms.