High performance programming for soft computing / editors, Oscar Montiel Ross and Roberto Sepúlveda Cruz, Instituto Politécnico Nacional-Centro de Investigación y Desarrollo de Tecnología Digital, Tijuana, México
Front Conver; Preface; Contents; Why this Book and TargetAudience of this Book; Chapter 1: Fundamentals of Soft Computing; Chapter 2: Introduction to Novel Microprocessor Architectures; Chapter 3: High-PerformanceOptimization Methods; Chapter 4: Graphics Processing Unit Programming and Applications; Chapter 5: GPU-based Conjugated Gradient Solution for Phase Field Models; Chapter 6: Parallel Computing Applied toa Diffusive Model; Chapter 7: Ant Colony Optimization(Past, Present and Future); Chapter 8: Tool Path Optimization Based on Ant Colony Optimization for CNC Machining Operations
Chapter 9: A Compendium of Artificial Immune SystemsChapter 10: Applications of Artificial Immune Algorithms; Chapter 11: A Parallel Implementation ofthe NSGA-II; Chapter 12: High-performance Navigation System for Mobile Robots; Chapter 13: A Method Using a Combination of Ant Colony Optimization Variants with Ant Set Partitioning; Chapter 14: Variants of Ant Colony Optimization: A Metaheuristic for Solving the Traveling Salesman Problem; Chapter 15: Quantum Computing; Color Plate Section; Back Cover
Summary
"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."-- Provided by publisher
