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Agent-based evolutionary search

Author: Ruhul A Sarker; Tapabrata Ray
Publisher: Berlin ; Heidelberg : Springer-Verlag, ©2010.
Series: Adaptation, learning and optimization, v. 5.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Presenting state-of-the-art theory and practice in the field, this volume includes novel frameworks, a convergence and complexity analysis, and real-world applications. It aims to raise awareness of this effective method of enhancing evolutionary algorithms.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Agent-based evolutionary search.
[S.l.] : Springer, 2010
(DLC) 2010929473
(OCoLC)643795549
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ruhul A Sarker; Tapabrata Ray
ISBN: 9783642134258 3642134254 9783642340963 3642340962 9783642340970 3642340970
OCLC Number: 663096413
Description: 1 online resource (xi, 284 pages).
Contents: Agent Based Evolutionary Approach: An Introduction.- Multi-Agent Evolutionary Model for Global Numerical Optimization.- An Agent Based Evolutionary Approach for Nonlinear Optimization with Equality Constraints.- Multiagent-Based Approach for Risk Analysis in Mission Capability Planning.- Agent Based Evolutionary Dynamic Optimization.- Divide and Conquer in Coevolution: A Difficult Balancing Act.- Complex Emergent Behaviour from Evolutionary Spatial Animat Agents.- An Agent-Based Parallel Ant Algorithm with an Adaptive Migration Controller.- An Attempt to Stochastic Modeling of Memetic Systems.- Searching for the Effective Bidding Strategy Using Parameter Tuning in Genetic Algorithm.- PSO (Particle Swarm Optimization): One Method, Many Possible Applications.- VISPLORE: Exploring Particle Swarms by Visual Inspection.
Series Title: Adaptation, learning and optimization, v. 5.
Responsibility: Ruhul Amin Sarker and Tapabrata Ray (Eds.).

Abstract:

Presenting state-of-the-art theory and practice in the field, this volume includes novel frameworks, a convergence and complexity analysis, and real-world applications. It aims to raise awareness of  Read more...

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