Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10941)
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 2018.
Buy it now
Buying options
Tax calculation will be finalised at checkout
Other ways to access
This is a preview of subscription content, log in via an institution to check for access.
Table of contents (59 papers)
-
Front Matter
-
Theories and Models of Swarm Intelligence
-
Front Matter
-
-
Ant Colony Optimization
-
Front Matter
-
-
Particle Swarm Optimization
-
Front Matter
-
-
Artificial Bee Colony Algorithms
-
Front Matter
-
About this book
The two-volume set of LNCS 10941 and 10942 constitutes the proceedings of the 9th International Conference on Advances in Swarm Intelligence, ICSI 2018, held in Shanghai, China, in June 2018. The total of 113 papers presented in these volumes was carefully reviewed and selected from 197 submissions. The papers were organized in topical sections as follows: theories and models of swarm intelligence; ant colony optimization; particle swarm optimization; artificial bee colony algorithms; genetic algorithms; differential evolution; fireworks algorithms; bacterial foraging optimization; artificial immune system; hydrologic cycle optimization; other swarm-based optimization algorithms; hybrid optimization algorithms; multi-objective optimization; large-scale global optimization; multi-agent systems; swarm robotics; fuzzy logic approaches; planning and routing problems; recommendation in social media; prediction, classification; finding patterns; image enhancement; deep learning.
Keywords
- Computer Science
- artificial intelligence
- clustering
- differential evolution
- evolutionary algorithms
- genetic algorithms
- hybrid optimization algorithms
- learning algorithms
- local optima
- multi-agent systems
- multiobjective optimization
- pareto principle
- particle swarm optimization (pso)
- problem solving
- sensors
- signal processing
- software engineering
- swarm intelligence
- swarm robotics
- wireless sensor networks
Editors and Affiliations
-
Peking University, Beijing, China
Ying Tan
-
Southern University of Science and Technology, Shenzhen, China
Yuhui Shi
-
Tongji University, Shanghai, China
Qirong Tang
Bibliographic Information
Book Title: Advances in Swarm Intelligence
Book Subtitle: 9th International Conference, ICSI 2018, Shanghai, China, June 17-22, 2018, Proceedings, Part I
Editors: Ying Tan, Yuhui Shi, Qirong Tang
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-93815-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG, part of Springer Nature 2018
Softcover ISBN: 978-3-319-93814-1Published: 17 June 2018
eBook ISBN: 978-3-319-93815-8Published: 15 June 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXIV, 639
Number of Illustrations: 183 b/w illustrations
Topics: Algorithm Analysis and Problem Complexity, Artificial Intelligence, Computer Communication Networks, Special Purpose and Application-Based Systems, Software Engineering, Models and Principles