Nature-Inspired Computation and Swarm Intelligence: Algorithms,Theory and Applications
by 作者: Xin-She Yang
pages 页数: 442 pages
Publisher Finelybook 出版社: Academic Press (24 April 2020)
Language 语言: English
ISBN-10 书号: 0128197145
ISBN-13 书号: 9780128197141
Nature-inspired computation and swarm intelligence have become popular and effective tools for solving problems in optimization,computational intelligence,soft computing and data science. Recently,the literature in the field has expanded rapidly,with new algorithms and applications emerging.
Nature-Inspired Computation and Swarm Intelligence: Algorithms,Theory and Applications is a timely reference giving a comprehensive review of relevant state-of-the-art developments in algorithms,theory and applications of nature-inspired algorithms and swarm intelligence. It reviews and documents the new developments,focusing on nature-inspired algorithms and their theoretical analysis,as well as providing a guide to their implementation. The book includes case studies of diverse real-world applications,balancing explanation of the theory with practical implementation.
Nature-Inspired Computation and Swarm Intelligence: Algorithms,Theory and Applications is suitable for researchers and graduate students in computer science,engineering,data science,and management science,who want a comprehensive review of algorithms,theory and implementation within the fields of nature inspired computation and swarm intelligence.