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· 분류 : 외국도서 > 컴퓨터 > 기계이론
· ISBN : 9783319282695
· 쪽수 : 375쪽
· 출판일 : 2016-02-03
목차
Mathematical Modeling and Theory.- Fractal Dimension - A Spatial and Visual Design Technique for the Creation of Lifelike Artificial Forms.- Using Closed Sets to Model Cognitive Behavior.- Learning and Optimization.- Solving dynamic optimisation problem with known changeable boundaries.- Compaction for Code Fragment Based Learning Classifier Systems.- The Boon of Gene-Culture Interaction for Effective Evolutionary Multitasking.- A Study on Performance Metrics to Identify Solutions of Interest From a Trade-off Set.- Dynamic Configuration of Differential Evolution Control Parameters and Operators.- Exploring the Feasible Space using Constraint Consensus in Solving Constrained Optimization Problems.- A Nested Differential Evolution based Algorithm for Solving Multi-objective Bilevel Optimization Problems.- Parkinson's Disease Data Classification Using Evolvable Wavelet Neural Networks.- GO-PEAS: A Scalable Yet Accurate Grid-based Outlier Detection Method Using Novel PruningSearching Techniques.- Multi-objective Genetic Programming for Figure-ground Image Segmentation.- A New Modification of Fuzzy C-Means via Particle Swarm Optimization for Noisy Image Segmentation.- Competitive Island Cooperative Neuro-Evolution of Feedforward Networks for Time Series Prediction.- Reverse Neuron Level Decomposition for Cooperative Neuro-Evolution of Feedforward Networks for Time Series Prediction.- A Delaunay Triangulation Based Density Measurement for Evolutionary Multi-objective Optimization.- Use of Infeasible Solutions During Constrained Evolutionary Search: A Short Survey.- Planning and Scheduling.- A Differential Evolution Algorithm for Solving Resource Constrained Project Scheduling Problems.- A hybrid imperialist competitive algorithm for flexible job shop problem.- Parallel Multi-objective Job Shop Scheduling Using Genetic Programming.- Optimization of Location Allocation of Web Services Using A Modified Non-dominated Sorting Genetic Algorithm.- Double Action Genetic Algorithm for Scheduling the Wind-Thermal Generators.- Feature Selection.- Investigating Multi-operator Differential Evolution for Feature Selection.- Coevolutionary Feature Selection and Reconstruction in Neuro-Evolution for Time Series Prediction.- A Subset Similarity Guided Method for Multi-objective Feature Selection.- Applications and Games.- An Evolutionary Optimization Approach to Maximize Runway Throughput Capacity for Hub and Spoke Airports.- Finite Population Trust Game Replicators.- Towards Evolved Time to Contact Neurocontrollers for Quadcopters.- The Effect of Risk Perceived Payoffs in Iterated Interdependent Security Games.- Genetic Algorithm Based Trading System Design.