1st Edition

High Performance Programming for Soft Computing

    376 Pages 51 Color & 125 B/W Illustrations
    by CRC Press

    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.

    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


    Ross, Oscar Humberto Montiel; Sepulveda, Roberto