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Swarm intelligence. Volume 1, Principles, current algorithms and methods / edited by Ying Tan.
- Format:
- Book
- Series:
- IET control, robotics and sensors series ; 119.
- IET Control, Robotics and Sensors Series ; 119
- Language:
- English
- Subjects (All):
- Swarm intelligence.
- Computer algorithms.
- Physical Description:
- 1 online resource (663 pages).
- Place of Publication:
- London, United Kingdom : The Institution of Engineering & Technology, 2018.
- Summary:
- 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 1 contains 20 chapters presenting the basic principles and current algorithms and methods of well-known swarm intelligence algorithms and efficient improvements from typical particle swarm optimization (PSO), ant colony optimization (ACO) and fireworks algorithm (FWA) as well as other swarm intelligence algorithms for swarm robotics. 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.
- Notes:
- Description based on print version record.
- ISBN:
- 1-83724-812-5
- 1-5231-2116-5
- 1-78561-628-5
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