Ajith Abraham,
Crina Grosan,
Witold Pedrycz
Springer Berlin Heidelberg
2008e druk, 2008
9783540753957
Engineering Evolutionary Intelligent Systems
Specificaties
Gebonden, 444 blz.
|
Engels
Springer Berlin Heidelberg |
2008e druk, 2008
ISBN13: 9783540753957
Rubricering
Onderdeel van serie
Studies in Computational Intelligence
Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This edited volume deals with the theoretical and methodological aspects, as well as various evolutionary algorithm applications to many real world problems originating from science, technology, business and commerce. It comprises 15 chapters including an introductory chapter which covers the fundamental definitions and outlines some important research challenges. Chapters were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.
Specificaties
ISBN13:9783540753957
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:444
Uitgever:Springer Berlin Heidelberg
Druk:2008
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Inhoudsopgave
Engineering Evolutionary Intelligent Systems: Methodologies, Architectures and Reviews.- Genetically Optimized Hybrid Fuzzy Neural Networks: Analysis and Design of Rule-based Multi-layer Perceptron Architectures.- Genetically Optimized Self-organizing Neural Networks Based on Polynomial and Fuzzy Polynomial Neurons: Analysis and Design.- Evolution of Inductive Self-organizing Networks.- Recursive Pattern based Hybrid Supervised Training.- Enhancing Recursive Supervised Learning Using Clustering and Combinatorial Optimization (RSL-CC).- Evolutionary Approaches to Rule Extraction from Neural Networks.- Cluster-wise Design of Takagi and Sugeno Approach of Fuzzy Logic Controller.- Evolutionary Fuzzy Modelling for Drug Resistant HIV-1 Treatment Optimization.- A New Genetic Approach for Neural Network Design.- A Grammatical Genetic Programming Representation for Radial Basis Function Networks.- A Neural-Genetic Technique for Coastal Engineering: Determining Wave-induced Seabed Liquefaction Depth.- On the Design of Large-scale Cellular Mobile Networks Using Multi-population Memetic Algorithms.- A Hybrid Cellular Genetic Algorithm for the Capacitated Vehicle Routing Problem.- Particle Swarm Optimization with Mutation for High Dimensional Problems.