Foundations of Genetic Algorithms 1993 (FOGA 2).
| Other author | Whitley, Darrell |
| Other author | FOGA Staff. |
| Format | Electronic |
| Publication Info | Morgan Kaufmann [Imprint] San Diego : Elsevier Science & Technology Books |
| Description | 322 p. 09.300 x 07.260 in. |
| Supplemental Content | Full text available from eBook - Biochemistry, Genetics and Molecular Biology (Legacy 2) [EBCBGMBL2] |
| Subjects |
| Series | Foundations of Genetic Algorithms Ser. |
| Summary | Annotation Foundations of Genetic Algorithms, Volume 2 provides insight of theoretical work in genetic algorithms. This book provides a general understanding of a canonical genetic algorithm.Organized into six parts encompassing 19 chapters, this volume begins with an overview of genetic algorithms in the broader adaptive systems context. This text then reviews some results in mathematical genetics that use probability distributions to characterize the effects of recombination on multiple loci in the absence of selection. Other chapters examine the static building block hypothesis (SBBH), which is the underlying assumption used to define deception. This book discusses as well the effect of noise on the quality of convergence of genetic algorithms. The final chapter deals with the primary goal in machine learning and artificial intelligence, which is to dynamically and automatically decompose problems into simpler problems to facilitate their solution.This book is a valuable resource for theorists and genetic algorithm researchers. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| ISBN | 9781558602632 |
| ISBN | 1558602631 (Trade Cloth) Out of Stock Indefinitely |
| Standard identifier# | 9781558602632 |
| Stock number | 00991439 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |