High Performance Programming for Soft Computing: 1st Edition (Hardback) book cover

High Performance Programming for Soft Computing

1st Edition

Edited by Oscar Humberto Montiel Ross, Roberto Sepulveda

CRC Press

376 pages | 51 Color Illus. | 125 B/W Illus.

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pub: 2014-02-04
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Description

This book examines the present and future of soft computer techniques. It explains how to use the latest technological tools, such as multicore processors and graphics processing units, to implement highly efficient intelligent system methods using a general purpose computer.

Table of Contents

Soft computing fundamentals

Introduction to novel multicore processors architectures

Multicore technology applications

Graphics Processing Unit programming and applications

High Performance Fuzzy Logic applications

High performance programming of Genetic Algorithms

Ant Colony Optimization: Past, Present and Future

High performance programming of Ant Colony Optimization

Tool Path Optimization Based on Ant Colony Optimization for CNC Machining Operations

A Compendium of Artificial Immune Systems

Immune Genetic Algorithms: A novel approach

Application of the Immune Genetic Algorithm to Network Routing Optimization

High performance Type-2 Fuzzy Logic

Architecture Optimization of Neural Networks for Face Recognition using Parallel Genetic Algorithms

Parallel Genetic Algorithms for Optimization of Modular Neural Networks in Pattern Recognition

Parallel Computing Applied to a Diffusive Model

Quantum Computing and Soft Computing

About the Editors

Ross\, Oscar Humberto Montiel; Sepulveda\, Roberto

Subject Categories

BISAC Subject Codes/Headings:
COM011000
COMPUTERS / Systems Architecture / General
COM037000
COMPUTERS / Machine Theory
COM051240
COMPUTERS / Software Development & Engineering / Systems Analysis & Design
SCI086000
SCIENCE / Life Sciences / General