Agent-Based Modeling and Simulation with Swarm.

Format:

Book

Author/Creator:

Iba, Hitoshi.

Contributor:

CRCnetBASE.

Series:

Chapman & Hall/CRC studies in informatics series

Chapman & Hall/CRC Studies in Informatics Series

Language:

English

Subjects (All):

Multiagent systems.

Swarm intelligence--Congresses.

Swarm intelligence.

Genre:

Electronic books.

Conference papers and proceedings.

Physical Description:

1 online resource (316 pages).

Place of Publication:

Hoboken : CRC Press, 2013.

System Details:

text file

Summary:

Swarm-based multi-agent simulation leads to better modeling of tasks in biology, engineering, economics, art, and many other areas. It also facilitates an understanding of complicated phenomena that cannot be solved analytically. Agent-Based Modeling and Simulation with Swarm provides the methodology for a multi-agent-based modeling approach that integrates computational techniques such as artificial life, cellular automata, and bio-inspired optimization. Each chapter gives an overview of the problem, explores state-of-the-art technology in the field, and discusses multi-agent frameworks.

Contents:

Front Cover; Contents; List of Tables; List of Figures; Preface; Chapter 1: Introduction; Chapter 2: Evolutionary Methods and Evolutionary Computation; Chapter 3: Multi-Agent Simulation Based on Swarm; Chapter 4: Evolutionary Simulation; Chapter 5: Ant Colony-Based Simulation; Chapter 6: Particle Swarm Simulation; Chapter 7: Cellular Automata Simulation; Chapter 8: Conclusion; Appendix A: GUI Systems and Source Code; Appendix B: Installing Swarm; References.

Notes:

Description based on print version record.

Other Format:

Print version: Iba, Hitoshi. Agent-Based Modeling and Simulation with Swarm.

ISBN:

9781466562400

1466562404

OCLC:

854973534

Access Restriction:

Restricted for use by site license.