Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12689)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: ICSI 2021.
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About this book
his two-volume set LNCS 12689-12690 constitutes the refereed proceedings of the 12th International Conference on Advances in Swarm Intelligence, ICSI 2021, held in Qingdao, China, in July 2021.
The 104 full papers presented in this volume were carefully reviewed and selected from 177 submissions. They cover topics such as: Swarm Intelligence and Nature-Inspired Computing; Swarm-based Computing Algorithms for Optimization; Particle Swarm Optimization; Ant Colony Optimization; Differential Evolution; Genetic Algorithm and Evolutionary Computation; Fireworks Algorithms; Brain Storm Optimization Algorithm; Bacterial Foraging Optimization Algorithm; DNA Computing Methods; Multi-Objective Optimization; Swarm Robotics and Multi-Agent System; UAV Cooperation and Control; Machine Learning; Data Mining; and Other Applications.
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Keywords
- adaptive algorithms
- artificial intelligence
- combinatorial optimization
- computer networks
- computer science
- computer systems
- correlation analysis
- education
- engineering
- evolutionary algorithms
- genetic algorithms
- internet
- learning
- machine learning
- mathematics
- optimization
- optimization problems
- particle swarm optimization (pso)
- signal processing
- swarm intelligence
Table of contents (51 papers)
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Swarm Intelligence and Nature-Inspired Computing
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Swarm-Based Computing Algorithms for Optimization
Other volumes
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Advances in Swarm Intelligence
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Advances in Swarm Intelligence
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Swarm Intelligence
Book Subtitle: 12th International Conference, ICSI 2021, Qingdao, China, July 17–21, 2021, Proceedings, Part I
Editors: Ying Tan, Yuhui Shi
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-78743-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-78742-4Published: 23 June 2021
eBook ISBN: 978-3-030-78743-1Published: 07 July 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 586
Number of Illustrations: 53 b/w illustrations, 123 illustrations in colour
Topics: Theory of Computation, Computer Communication Networks, Special Purpose and Application-Based Systems, Computer Appl. in Social and Behavioral Sciences, Computers and Education, Artificial Intelligence