Cultural Algorithms: Recent Advances

Cultural Algorithms: Recent Advances (Engineering Optimization: Methods and Applications) 1st ed. 2022 Edition
by Shahin Jalili
Publisher Finelybook 出版社: Springer; 1st ed. 2022 edition (November 26, 2022)
Language 语言: English
pages 页数: 284 pages
ISBN-10 书号: 9811946329
ISBN-13 书号: 9789811946325

Book Description
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.

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