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Applications of Swarm Intelligence 1st Edition by Louis P Walters ISBN 1617286028 978-1617286025

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Applications of Swarm Intelligence 1st Edition Louis P. Walters Digital Instant Download

Author(s): Louis P. Walters
ISBN(s): 9781617288135, 1617288136
Edition: 1
File Details: PDF, 30.16 MB
Year: 2010
Language: english
SKU: EB-51766142 Category: Tag:

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Product details:

ISBN 10: 1617286028

ISBN 13: 978-1617286025 

Author: Louis P. Walters

Swarm Intelligence (SI) describes the evolving collective intelligence of population/groups of autonomous agents with a low level of intelligence. The population of agents interacts with each other or their environment locally using decentralised and self-organisational aspects in their decision making. SI and related sub-methods that follow its principles are used for problem solving in a variety of areas, such as robotics and forecasting. This book discusses swarm intelligence techniques and fuzzy logic as useful tools for solving practical engineering problems and the utilisation of a swarm intelligence algorithm to obtain the optimum neural network structure. Also explored is the application of Particle Swarm Optimization (PSO) methods to inverse heat radiation problems and PSO as a technique in computational electromagnetism problems.

Table of contents:

  1. Swarm Intelligence and Fuzzy Systems

  2. Evolutionary Strategies to Find Pareto Fronts in Multiobjective Problems

  3. Particle Swarm Optimization Applied to Real-World Combinatorial Problems: The Case Study of the in-Core Fuel Management Optimization

  4. Swarm Intelligence and Artificial Neural Networks

  5. Swarm Intelligence for the Self-Assembly of Neural Networks

  6. Application of Particle Swarm Optimization Method to Inverse Heat Radiation Problem

  7. Ant Colony Optimization for Fuzzy System Parameter Optimization: From Discrete to Continuous Space

  8. Particle Swarm Optimization: A Survey

  9. Application of PSO to Electromagnetic and Radar-Related Problems in Non-Cooperative Target Identification

  10. Ant Colony Optimization: A Powerful Strategy for Biomarker Feature Selection

  11. Swarm Intelligence Based Anonymous Authentication Protocol for Dynamic Group Management in EHRM System

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Tags: Louis P Walters, Applications, Swarm Intelligence