Agent-Based Evolutionary Search

Agent-Based Evolutionary Search
Author :
Publisher : Springer Science & Business Media
Total Pages : 293
Release :
ISBN-10 : 9783642134258
ISBN-13 : 3642134254
Rating : 4/5 (58 Downloads)

Book Synopsis Agent-Based Evolutionary Search by : Ruhul A. Sarker

Download or read book Agent-Based Evolutionary Search written by Ruhul A. Sarker and published by Springer Science & Business Media. This book was released on 2010-07-12 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agent based evolutionary search is an emerging paradigm in computational int- ligence offering the potential to conceptualize and solve a variety of complex problems such as currency trading, production planning, disaster response m- agement, business process management etc. There has been a significant growth in the number of publications related to the development and applications of agent based systems in recent years which has prompted special issues of journals and dedicated sessions in premier conferences. The notion of an agent with its ability to sense, learn and act autonomously - lows the development of a plethora of efficient algorithms to deal with complex problems. This notion of an agent differs significantly from a restrictive definition of a solution in an evolutionary algorithm and opens up the possibility to model and capture emergent behavior of complex systems through a natural age- oriented decomposition of the problem space. While this flexibility of represen- tion offered by agent based systems is widely acknowledged, they need to be - signed for specific purposes capturing the right level of details and description. This edited volume is aimed to provide the readers with a brief background of agent based evolutionary search, recent developments and studies dealing with various levels of information abstraction and applications of agent based evo- tionary systems. There are 12 peer reviewed chapters in this book authored by d- tinguished researchers who have shared their experience and findings spanning across a wide range of applications.


Agent-Based Evolutionary Search Related Books

Agent-Based Evolutionary Search
Language: en
Pages: 293
Authors: Ruhul A. Sarker
Categories: Technology & Engineering
Type: BOOK - Published: 2010-07-12 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Agent based evolutionary search is an emerging paradigm in computational int- ligence offering the potential to conceptualize and solve a variety of complex pro
Evolutionary Game Dynamics
Language: en
Pages: 186
Authors: American Mathematical Society. Short Course
Categories: Mathematics
Type: BOOK - Published: 2011-10-27 - Publisher: American Mathematical Soc.

DOWNLOAD EBOOK

This volume is based on lectures delivered at the 2011 AMS Short Course on Evolutionary Game Dynamics, held January 4-5, 2011 in New Orleans, Louisiana. Evoluti
Evolutionary Multi-Agent Systems
Language: en
Pages: 216
Authors: Aleksander Byrski
Categories: Technology & Engineering
Type: BOOK - Published: 2016-12-21 - Publisher: Springer

DOWNLOAD EBOOK

This book addresses agent-based computing, concentrating in particular on evolutionary multi-agent systems (EMAS), which have been developed since 1996 at the A
Theoretical and Practical Frameworks for Agent-Based Systems
Language: en
Pages: 343
Authors: Zhang, Yu
Categories: Computers
Type: BOOK - Published: 2012-05-31 - Publisher: IGI Global

DOWNLOAD EBOOK

Many everyday dilemmas existing in the real world are complex and difficult to solve or fix, ranging from tax evasion to dispatching taxis to scheduling patient
Evolutionary Agent-Based Policy Analysis in Dynamic Environments
Language: en
Pages: 143
Authors: Volker Nannen
Categories:
Type: BOOK - Published: 2009 - Publisher: V. Nannen

DOWNLOAD EBOOK