Studies in Computational Intelligence

By: Yin Shan (Editor), Lam Thu Bui (Editor), Ang Yang (Editor)

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Hardcover | 29 February 2008

At a Glance

Hardcover
384 Pages

Dimensions(cm)
23.5 x 15.88 x 2.67

Hardcover

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Darwinian evolutionary theory is one of the most important theories in human history for it has equipped us with a valuable tool to understand the amazing world around us. There can be little surprise, therefore, that Evolutionary Computation (EC), inspired by natural evolution, has been so successful in providing high quality solutions in a large number of domains. EC includes a number of techniques, such as Genetic Algorithms, Genetic Programming, Evolution Strategy and Evolutionary Programming, which have been used in a diverse range of highly successful applications. This book brings together some of these EC applications in fields including electronics, telecommunications, health, bioinformatics, supply chain and other engineering domains, to give the audience, including both EC researchers and practitioners, a glimpse of this exciting rapidly evolving field.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Mathematics Applied Mathematics Engineering & Technology Electronics & Communications Engineering Electronics Engineering Technology in General Maths for Engineers

Engineering in General

Theory
Adaptation of a Success Story in GAs: Estimation-of-Distribution Algorithms for Tree-based Optimization Problems	p. 3
The Automated Design of Artificial Neural Networks Using Evolutionary Computation	p. 19
A Versatile Surrogate-Assisted Memetic Algorithm for Optimization of Computationally Expensive Functions and its Engineering Applications	p. 43
Data Mining and Intelligent Multi-Agent Technologies in Medical Informatics	p. 73
Applications
Evolving Trading Rules	p. 95
A Hybrid Genetic Algorithm for the Protein Folding Problem Using the 2D-HP Lattice Model	p. 121
Optimal Management of Agricultural Systems	p. 141
Evolutionary Electronics: Automatic Synthesis of Analog Circuits by GAs	p. 165
Intuitive Visualization and Interactive Analysis of Pareto Sets Applied on Production Engineering Systems	p. 189
Privacy Protection with Genetic Algorithms	p. 215
A Revision of Evolutionary Computation Techniques in Telecommunications and An Application for The Network Global Planning Problem	p. 239
Survivable Network Design with an Evolution Strategy	p. 263
Evolutionary Computations for Design Optimization and Test Automation in VLSI Circuits	p. 285
Evolving Cooperative Agents in Economy Market Using Genetic Algorithms	p. 313
Optimizing Multiplicative General Parameter Finite Impulse Response Filters Using Evolutionary Computation	p. 327
Applying Genetic Algorithms to Optimize the Cost of Multiple Sourcing Supply Chain Systems - An Industry Case Study	p. 355
Table of Contents provided by Publisher. All Rights Reserved.

Studies in Computational Intelligence

At a Glance

Hardcover

Shipping

How to return your order

Defective items

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