Evolutionary Multi-Agent Systems
From Inspirations to Applications
Authors: Byrski, Aleksander, Kisiel-Dorohinicki, Marek
Free Preview- Includes a full formal analysis of evolutionary multi-agent systems (EMAS)
- Provides a literature review and explores the motivation and definition of the systems considered
- Explains the design and implementation of the platforms supporting EMAS-like computations
- Presents experimental results obtained by applying EMAS and some of its modifications to solve discrete and continuous problems
- Explores the possibilities of adapting particular EMAS parameters to solve benchmarking problems of varying difficulty
Buy this book
- About this book
-
This book addresses agent-based computing, concentrating in particular on evolutionary multi-agent systems (EMAS), which have been developed since 1996 at the AGH University of Science and Technology in Cracow, Poland. It provides the relevant background information on and a detailed description of this computing paradigm, along with key experimental results.
Readers will benefit from the insightful discussion, which primarily concerns the efficient implementation of computing frameworks for developing EMAS and similar computing systems, as well as a detailed formal model. Theoretical deliberations demonstrating that computing with EMAS always helps to find the optimal solution are also included, rounding out the coverage.
- Table of contents (8 chapters)
-
-
Contemporary Methods of Computational Intelligence
Pages 3-29
-
Agent-Based Computing
Pages 31-55
-
Formal Aspects of Agent-Based Metaheuristics
Pages 57-105
-
Agents and Components in Software Engineering
Pages 109-121
-
Towards the Implementation of Agent-Based Computing Systems
Pages 123-138
-
Table of contents (8 chapters)
- Download Preface 1 PDF (63.6 KB)
- Download Sample pages 2 PDF (588.5 KB)
- Download Table of contents PDF (155.9 KB)
Recommended for you
Bibliographic Information
- Bibliographic Information
-
- Book Title
- Evolutionary Multi-Agent Systems
- Book Subtitle
- From Inspirations to Applications
- Authors
-
- Aleksander Byrski
- Marek Kisiel-Dorohinicki
- Series Title
- Studies in Computational Intelligence
- Series Volume
- 680
- Copyright
- 2017
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG
- eBook ISBN
- 978-3-319-51388-1
- DOI
- 10.1007/978-3-319-51388-1
- Hardcover ISBN
- 978-3-319-51387-4
- Softcover ISBN
- 978-3-319-84637-8
- Series ISSN
- 1860-949X
- Edition Number
- 1
- Number of Pages
- XIV, 210
- Number of Illustrations
- 77 b/w illustrations
- Topics
