書目名稱 | Cultural Algorithms |
副標題 | Recent Advances |
編輯 | Shahin Jalili |
視頻video | http://file.papertrans.cn/241/240740/240740.mp4 |
概述 | Covers broad application aspects of all engineering domains along with the basics of the optimization concepts.Discusses latest advances in cultural algorithms, their general framework, different vari |
叢書名稱 | Engineering Optimization: Methods and Applications |
圖書封面 |  |
描述 | .This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms.. |
出版日期 | Book 2022 |
關鍵詞 | Cultural Algorithms; Evolutionary Algorithms; Cultural Evolution; Optimisation; Belief Space; Knowledge; M |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-19-4633-2 |
isbn_softcover | 978-981-19-4635-6 |
isbn_ebook | 978-981-19-4633-2Series ISSN 2731-4049 Series E-ISSN 2731-4057 |
issn_series | 2731-4049 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |