Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9712)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): ICSI: International Conference on Swarm Intelligence
Conference proceedings info: ICSI 2016.
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Table of contents (65 papers)
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Front Matter
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Trend and Models of Swarm Intelligence Research
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Front Matter
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Novel Swarm-Based Optimization Algorithms
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Front Matter
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Swarming Behaviour
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Front Matter
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Some Swarm Intelligence Algorithms and Their Applications
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Front Matter
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About this book
This two-volume set LNCS 9712 and LNCS 9713 constitutes the refereed proceedings of the 7th International Conference on Swarm Intelligence, ICSI 2016, held in Bali, Indonesia, in June 2016. The 130 revised regular papers presented were carefully reviewed and selected from 231 submissions. The papers are organized in 22 cohesive sections covering major topics of swarm intelligence and related areas such as trend and models of swarm intelligence research; novel swarm-based optimization algorithms; swarming behaviour; some swarm intelligence algorithms and their applications; hybrid search optimization; particle swarm optimization; PSO applications; ant colony optimization; brain storm optimization; fireworks algorithms; multi-objective optimization; large-scale global optimization; biometrics; scheduling and planning; machine learning methods; clustering algorithm; classification; image classification and encryption; data mining; sensor networks and social networks; neural networks; swarm intelligence in management decision making and operations research; robot control; swarm robotics; intelligent energy and communications systems; and intelligent and interactive and tutoring systems.
Keywords
- bio-inspired systems
- data mining
- genetic algorithm
- machine learning
- particle swarm optimization
- algorithms
- ant colony optimization
- autonomous robot
- cellular networks
- cloud computing
- complex network
- constrained optimization
- evolutionary algorithm
- fuzzy logic
- hybrid learning
- multi-agent design
- neural networks
- optimization
- pattern recognition
- self-organizing map
Editors and Affiliations
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Peking University, Beijing, China
Ying Tan
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Xi'an Jiaotong-Liverpool University, Suzhou, China
Yuhui Shi
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Shenzhen University, Shenzhen, China
Ben Niu
Bibliographic Information
Book Title: Advances in Swarm Intelligence
Book Subtitle: 7th International Conference, ICSI 2016, Bali, Indonesia, June 25-30, 2016, Proceedings, Part I
Editors: Ying Tan, Yuhui Shi, Ben Niu
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-41000-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-40999-3Published: 15 June 2016
eBook ISBN: 978-3-319-41000-5Published: 05 September 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXVII, 657
Number of Illustrations: 193 b/w illustrations
Topics: Algorithm Analysis and Problem Complexity, Artificial Intelligence, Numeric Computing, Models and Principles, Data Mining and Knowledge Discovery, Simulation and Modeling