Agent-Based Evolutionary Search

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Sarker, Ruhul Amin (Επιμελητής έκδοσης), Ray, Tapabrata (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Σειρά: Adaptation, Learning, and Optimization, 5
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Applications of Mathematics.

The performance of Evolutionary Algorithms can be enhanced by integrating the concept of agents. Agents and Multi-agents can bring many interesting features which are beyond the scope of traditional evolutionary process and learning. This book presents the state-of-the art in the theory and practice...

Πίνακας περιεχομένων:

• 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.