书目名称 | Configurable Intelligent Optimization Algorithm |
副标题 | Design and Practice |
编辑 | Fei Tao,Lin Zhang,Yuanjun Laili |
视频video | |
概述 | Introduces novel configuration method for intelligent optimization algorithms to enable increased efficiency in manufacturing.Provides flexible, robust and reusable intelligent optimization algorithms |
丛书名称 | Springer Series in Advanced Manufacturing |
图书封面 |  |
描述 | .Presenting the concept and design and implementation of configurable intelligent optimization algorithms in manufacturing systems, this book provides a new configuration method to optimize manufacturing processes. It provides a comprehensive elaboration of basic intelligent optimization algorithms, and demonstrates how their improvement, hybridization and parallelization can be applied to manufacturing. Furthermore, various applications of these intelligent optimization algorithms are exemplified in detail, chapter by chapter. The intelligent optimization algorithm is not just a single algorithm; instead it is a general advanced optimization mechanism which is highly scalable with robustness and randomness. Therefore, this book demonstrates the flexibility of these algorithms, as well as their robustness and reusability in order to solve mass complicated problems in manufacturing. .Since the genetic algorithm was presented decades ago, a large number of intelligent optimization algorithms and their improvements have been developed. However, little work has been done to extend their applications and verify their competence in solving complicated problems in manufacturing..This book |
出版日期 | Book 2015 |
关键词 | Configuration Intelligent Optimization Algorithm; Hybrid Intelligent Optimization Algorithm; Manufactu |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-08840-2 |
isbn_softcover | 978-3-319-38041-4 |
isbn_ebook | 978-3-319-08840-2Series ISSN 1860-5168 Series E-ISSN 2196-1735 |
issn_series | 1860-5168 |
copyright | Springer International Publishing Switzerland 2015 |