Author(s): Edited by Eisuke Kita
Publisher: InTech
Year: 2011
Language: English
Pages: 596
Tags: Информатика и вычислительная техника;Искусственный интеллект;Эволюционные алгоритмы;
Evolutionary Algorithms Preface......Page 1
Part 1......Page 13
01_Hybridization of Evolutionary Algorithms......Page 15
02_Linear Evolutionary Algorithm......Page 39
03_Genetic Algorithm Based on Schemata Theory......Page 53
04_In Vitro Fertilization Genetic Algorithm......Page 69
05_Bioluminescent Swarm Optimization Algorithm......Page 81
06_A Memetic Particle Swarm Optimization Algorithm for Network Vulnerability Analysis......Page 97
07_Quantum-Inspired Differential Evolutionary Algorithm for Permutative Scheduling Problems......Page 121
08_Quantum-Inspired Particle Swarm Optimization for Feature Selection and Parameter Optimization in Evolving Spiking Neural Networks for Classification Tasks......Page 145
09_Analytical Programming - a Novel Approach for Evolutionary Synthesis of Symbolic Structures......Page 161
10_PPCea: A Domain-Specific Language for Programmable Parameter Control in Evolutionary Algorithms......Page 189
11_Evolution Algorithms in Fuzzy Data Problems......Page 213
12_Variants of Hybrid Genetic Algorithms for Optimizing Likelihood ARMA Model Function and Many of Problems......Page 231
13_Tracing Engineering Evolution with Evolutionary Algorithms......Page 259
Part 2......Page 281
14_Evaluating the a-Dominance Operator in Multiobjective Optimization for the Probabilistic Traveling Salesman Problem with Profits......Page 283
15_Scheduling of Construction Projects with a Hybrid Evolutionary Algorithm’s Application......Page 307
16_A Memetic Algorithm for the Car Renter Salesman Problem......Page 321
17_Multi-Objective Scheduling on a Single Machine with Evolutionary Algorithm......Page 339
18_Evolutionary Algorithms in Decomposition-Based Logic Synthesis......Page 355
19_A Memory-Storable Quantum-Inspired Evolutionary Algorithm for Network Coding Resource Minimization......Page 375
20_Using Evolutionary Algorithms for Optimization of Analogue Electronic Filters......Page 393
21_Evolutionary Optimization of Microwave Filters......Page 419
22_Feature Extraction from High-Resolution Remotely Sensed Imagery using Evolutionary Computation......Page 435
23_Evolutionary Feature Subset Selection for Pattern Recognition Applications......Page 455
24_A Spot Modeling Evolutionary Algorithm for Segmenting Microarray Images......Page 471
25_Discretization of a Random Field – a Multiobjective Algorithm Approach......Page 493
26_Evolutionary Algorithms in Modelling of Biosystems......Page 507
27_Stages of Gene Regulatory Network Inference: the Evolutionary Algorithm Role......Page 533
28_Evolutionary Algorithms in Crystal Structure Analysis......Page 559
29_Evolutionary Enhanced Level Set Method for Structural Topology Optimization......Page 577
