Recent Advances in Simulated Evolution and Learning Book

Ch. 1	Co-evolutionary learning in strategic environments	1
Ch. 2	Using evolution to learn user preferences	20
Ch. 3	A parallel genetic algorithm for clustering	41
Ch. 4	Using SIMD genetic programming for fault-tolerant trading strategies	61
Ch. 5	An efficient coevolutionary algorithm based on merging and splitting of species	78
Ch. 6	Schema analysis of genetic algorithms on multiplicative landscape	93
Ch. 7	Evolutionary learning strategies for artificial life characters	112
Ch. 8	Adaptive strategy for GA inspired by biological evolution	132
Ch. 9	The influence of stochastic quality functions on evolutionary search	152
Ch. 10	Theoretical analysis of the GA performance with a multiplicative royal road function	173
Ch. 11	A real-coded cellular genetic algorithm inspired by predator-prey interactions	191
Ch. 12	Observed dynamics of large scale parallel evolutionary algorithms with implications for protein engineering	208
Ch. 13	Using edge histogram models to solve flow shop scheduling problems with probabilistic model-building genetic algorithms	230
Ch. 14	Collective movements of mobile robots with behavior models of a fish	250
Ch. 15	Automatic modularization with speciated neural network ensemble	268
Ch. 16	Search engine development using evolutionary computation methodologies	284
Ch. 17	Evaluating evolutionary multi-objective optimization algorithms using running performance metrics	307
Ch. 18	Visualization technique for analyzing non-dominant pareto optimality	327
Ch. 19	Image classification using particle swarm optimization	347
Ch. 20	A coevolutionary genetic search for a layout problem	366
Ch. 21	Sensitivity analysis in multi-objective evolutionary design	386
Ch. 22	Integrated production and transportation scheduling in supply chain optimisation	406
Ch. 23	Evolution of fuzzy rule based controllers for dynamic environments	426
Ch. 24	Applications of evolution algorithms to the synthesis of single/dual-rail mixed PTL/static logic for low-power applications	446
Ch. 25	Evolutionary multi-objective robotics : evolving a physically simulated quadruped using the PDE algorithm	466
Ch. 26	Applying Bayesian networks in practical customer satisfaction studies	486
Ch. 27	An adaptive length chromosome hyper-heuristic genetic algorithm for a trainer scheduling problem	506
Ch. 28	Design optimization of permanent magnet synchronous machine using genetic algorithms	526
Ch. 29	A genetic algorithm for joint optimization of spare capacity and delay in self-healing network	542
Ch. 30	Optimization of DS-CDMA code sequences for wireless systems	562
Ch. 31	An efficient evolutionary algorithm for multicast routing with multiple QoS constraints	581
Ch. 32	Constrained optimization of multilayered anti-reflection coatings using genetic algorithms	603
Ch. 33	Sequential construction of features based on genetically transformed data	623
Ch. 34	Refrigerant leak prediction in supermarkets using evolved neural networks	643
Ch. 35	Worst-case instances and lower bounds via genetic algorithms	662
Ch. 36	Prediction of protein secondary structure by multi-modal neural network	682
Ch. 37	Joint attention in the mimetic context - what is a "mimetic same"?	698
Ch. 38	Autonomous symbol acquisition through agent communication	711
Ch. 39	Search of steady-state genetic algorithms for vision-based mobile robots	729
Ch. 40	Time series forecast with Elman neural networks and genetic algorithms	747
Ch. 41	Co-adaption to facilitate naturalistic human involvement in shared control system	769
Ch. 42	Distributed evolutionary strategies for searching Oligo sets of yeast genome	789
Ch. 43	Duration-dependent multi-schedule evolutionary curriculum timetabling	803