Ross, Oscar Humberto Montiel; Sepulveda, Roberto
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.
Introduction to novel multicore processors architectures. Multicore technology applications. Graphics Processing Unit programming and applications. High Performance (HP) Fuzzy Logic applications. HP programming of Genetic Algorithms. Ant Colony Optimization: Past, Present and Future. HP 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. HP 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 SC.
Über den Autor
Ross, Oscar Humberto Montiel; Sepulveda, Roberto
Inhaltsverzeichnis
Introduction to novel multicore processors architectures. Multicore technology applications. Graphics Processing Unit programming and applications. High Performance (HP) Fuzzy Logic applications. HP programming of Genetic Algorithms. Ant Colony Optimization: Past, Present and Future. HP 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. HP 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 SC.
Klappentext
"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. "--
