Genetic Algorithms + Data Structures = Evolution Programs (3ed) by Michalewicz Zbigniew

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Genetic Algorithms + Data Structures = Evolution Programs (3ed) by Michalewicz Zbigniew

Genetic Algorithms + Data Structures = Evolution Programs (3ed) by Michalewicz Zbigniew

Springer; 3rd edition | ISBN: 3540606769 | November 26, 1998 | PDF | 387 pages | 15 Mb




The books is aimed at a large audience: graduate students, programmers, researchers, engineers, designers - everyone who faces challenging optimization problems. In particular, the book will be of interest to the Operations Research community, since many of the problems considered (traveling, salesman, scheduling, transportation problems) are from their area of interest. An understanding of introductory college level mathematics and of basic concept of programming is sufficient to follow all presented material.




Table of Contents:
????: Study Temple-All kinds of Study Material Genetic Algorithms + Data Structures = Evolution Programs (3ed) by Michalewicz Zbigniew

Part I. Genetic Algorithms

1. GAs: What Are They?

2. GAs: How Do They Work?

3. GAs: How Do They Work?

4. GAs: Selected Topics (Topics about Genetic Algorithm)

Part II. Numerical Optimization

5. Binary or Float

6. Fine Local Tuning

7. Handling Constraints

8. Evolution Strategies and Other Methods

Part III. Evolution Programs

9. The Transportation Problem

10. The Traveling Salesman Problem

11. Evolution Programs for Various Discrete Problems

12. Machine Learning

13. Evolutionary programming and Genetic Programming

14. A Hierarchy of Evolution Programs

15. Evolution Programs and Heuristics

and see the others....
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