| 书目名称 | Constraint-Handling in Evolutionary Optimization |
| 编辑 | Efrén Mezura-Montes |
| 视频video | |
| 概述 | Recent research in Constraint-Handling in Evolutionary Optimization.Includes supplementary material: |
| 丛书名称 | Studies in Computational Intelligence |
| 图书封面 |  |
| 描述 | .An efficient and adequate constraint-handling technique is a key element in the design of competitive evolutionary algorithms to solve complex optimization problems. This edited book presents a collection of recent advances in nature-inspired techniques for constrained numerical optimization. The book covers six main topics: swarm-intelligence-based approaches, studies in differential evolution, evolutionary multiobjective constrained optimization, hybrid approaches, real-world applications and the recent use of the artificial immune system in constrained optimization. Within the chapters, the reader will find different studies about specialized subjects, such as: special mechanisms to focus the search on the boundaries of the feasible region, the relevance of infeasible solutions in the search process, parameter control in constrained optimization, the combination of mathematical programming techniques and evolutionary algorithms in constrained search spaces and the adaptation of novel nature-inspired algorithms for numerical optimization with constraints. .."Constraint-Handling in Evolutionary Optimization" is an important reference for researchers, practitioners and students in |
| 出版日期 | Book 2009 |
| 关键词 | Computational Intelligence; Constraint-Handling; Evolutionary Optimization; Mutation; Operator; algorithm |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-642-00619-7 |
| isbn_softcover | 978-3-642-10155-7 |
| isbn_ebook | 978-3-642-00619-7Series ISSN 1860-949X Series E-ISSN 1860-9503 |
| issn_series | 1860-949X |
| copyright | Springer-Verlag Berlin Heidelberg 2009 |
发表于 2025-3-21 17:51:21
