High Performance Programming for Soft Computing

ISBN-13: 9781466586017 / Angielski / Twarda / 2014 / 376 str.

Oscar Humberto Montiel Ross; Roberto Sepulveda

Opis

This text 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.

Spis treści

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

O autorze

Ross, Oscar Humberto Montiel; Sepulveda, Roberto