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Practical Genetic Algorithms, Second Edition
โ Scribed by Randy L. Haupt, Sue Ellen Haupt(auth.)
- Year
- 2004
- Tongue
- English
- Leaves
- 261
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
- This book deals with the fundamentals of genetic algorithms and their applications in a variety of different areas of engineering and science
* Most significant update to the second edition is the MATLAB codes that accompany the text
* Provides a thorough discussion of hybrid genetic algorithms
* Features more examples than first editionContent:
Chapter 1 Introduction to Optimization (pages 1โ25):
Chapter 2 The Binary Genetic Algorithm (pages 27โ50):
Chapter 3 The Continuous Genetic Algorithm (pages 51โ66):
Chapter 4 Basic Applications (pages 67โ93):
Chapter 5 An Added Level of Sophistication (pages 95โ150):
Chapter 6 Advanced Applications (pages 151โ186):
Chapter 7 More Natural Optimization Algorithms (pages 187โ203):
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Based on the literature I have explored, I can unequivocally say that this is the best book that I have found on GA theory and programming. In a simple but effective manner, the book explains the intricate concepts. For any one thinking of learning GA theory this is a good starting point. Also, if y
* This book deals with the fundamentals of genetic algorithms and their applications in a variety of different areas of engineering and science* Most significant update to the second edition is the MATLAB codes that accompany the text* Provides a thorough discussion of hybrid genetic algorithms* Fea
* This book deals with the fundamentals of genetic algorithms and their applications in a variety of different areas of engineering and science<br>* Most significant update to the second edition is the MATLAB codes that accompany the text<br>* Provides a thorough discussion of hybrid genetic algorit