Название: Swarm Intelligence - Volume 3: Applications
Автор: Ying Tan
Издательство: The Institution of Engineering and Technology
ISBN: 1785616315
Год: 2018
Страниц: 881
Язык: английский
Формат: pdf (true)
Размер: 90.2 MB

Роевой интеллект (SI) - одна из самых важных и сложных парадигм под эгидой вычислительного интеллекта (CI). В нем основное внимание уделяется исследованию коллективного поведения роя в природе и / или социальном явлении для решения сложных задач, которые невозможно решить традиционными подходами.

Swarm Intelligence (SI) is one of the most important and challenging paradigms under the umbrella of computational intelligence. It focuses on the research of collective behaviours of a swarm in nature and/or social phenomenon to solve complicated and difficult problems which cannot be handled by traditional approaches.
Thousands of papers are published each year presenting new algorithms, new improvements and numerous real world applications. This makes it hard for researchers and students to share their ideas with other colleagues; follow up the works from other researchers with common interests; and to follow new developments and innovative approaches. This complete and timely collection fills this gap by presenting the latest research systematically and thoroughly to provide readers with a full view of the field of swarm. Students will learn the principles and theories of typical swarm intelligence algorithms; scholars will be inspired with promising research directions; and practitioners will find suitable methods for their applications of interest along with useful instructions. Volume 3 includes 27 chapters presenting real-world applications of swarm intelligence algorithms and related evolutionary algorithms. The companion volume 1 covers principles of swarm intelligence and volume 2 covers new algorithms and innovative methods. With contributions from an international selection of leading researchers, Swarm Intelligence is essential reading for engineers, researchers, professionals and practitioners with interests in swarm intelligence.






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