Simulated Evolution and Learning: 9th International Conference, SEAL 2012, Hanoi, Vietnam, December 16-19, 2012. Proceedings

Front Matter....Pages -
The Influence of the Number of Initial Feasible Solutions on the Performance of an Evolutionary Optimization Algorithm....Pages 1-11
Concurrent Differential Evolution Based on Generational Model for Multi-core CPUs....Pages 12-21
Figure of Merit Based Fitness Functions in Genetic Programming for Edge Detection....Pages 22-31
An Evolutionary Algorithm for the Over-constrained Airport Baggage Sorting Station Assignment Problem....Pages 32-41
A Non-parametric Statistical Dominance Operator for Noisy Multiobjective Optimization....Pages 42-51
The Emergence of New Genes in EcoSim and Its Effect on Fitness....Pages 52-61
Mass-Dispersed Gravitational Search Algorithm for Gene Regulatory Network Model Parameter Identification....Pages 62-72
A Density Based Approach to the Access Point Layout Smart Distribution Grid Design Optimization Problem....Pages 73-82
Multi-modal Valley-Adaptive Memetic Algorithm for Efficient Discovery of First-Order Saddle Points....Pages 83-92
Ensemble Fuzzy Rule-Based Classifier Design by Parallel Distributed Fuzzy GBML Algorithms....Pages 93-103
HEMH2: An Improved Hybrid Evolutionary Metaheuristics for 0/1 Multiobjective Knapsack Problems....Pages 104-116
Guided Reproduction in Differential Evolution....Pages 117-127
A Study of Breakout Local Search for the Minimum Sum Coloring Problem....Pages 128-137
XCS with Adaptive Action Mapping....Pages 138-147
DEAL: A Direction-Guided Evolutionary Algorithm....Pages 148-157
Introduction of a Mutation Specific Fast Non-dominated Sorting GA Evolved for Biochemical Optimizations....Pages 158-167
Using Hybrid Dependency Identification with a Memetic Algorithm for Large Scale Optimization Problems....Pages 168-177
Application of Cooperative Convolution Optimization for 13 C Metabolic Flux Analysis: Simulation of Isotopic Labeling Patterns Based on Tandem Mass Spectrometry Measurements....Pages 178-187
An Efficient Two-Phase Ant Colony Optimization Algorithm for the Closest String Problem....Pages 188-197
Evolution of Intrinsic Motives in Multi-agent Simulations....Pages 198-207
A Hybrid Particle Swarm Optimization Approach to Bernoulli Mixture Models....Pages 208-217
An Agent-Based Model for Simulation of Traffic Network Status....Pages 218-227
Self-Adaptive Particle Swarm Optimization....Pages 228-237
Evaporation Mechanisms for Particle Swarm Optimization....Pages 238-247
The Performance and Sensitivity of the Parameters Setting on the Best-so-far ABC....Pages 248-257
FAME, Soft Flock Formation Control for Collective Behavior Studies and Rapid Games Development....Pages 258-269
Incremental Spatial Clustering in Data Mining Using Genetic Algorithm and R-Tree....Pages 270-279
Personalized Email Recommender System Based on User Actions....Pages 280-289
Developing Attention Focus Metrics for Autonomous Hypothesis Generation in Data Mining....Pages 290-299
Emergent Self Organizing Maps for Text Cluster Visualization by Incorporating Ontology Based Descriptors....Pages 300-309
Online Handwriting Recognition Using Multi Convolution Neural Networks....Pages 310-319
A Genetic Programming Approach to Hyper-Heuristic Feature Selection....Pages 320-330
A New Approach to Vision-Based Fire Detection Using Statistical Features and Bayes Classifier....Pages 331-340
Automatic Discovery of Optimisation Search Heuristics for Two Dimensional Strip Packing Using Genetic Programming....Pages 341-350
Solving Graph Coloring Problem by Fuzzy Clustering-Based Genetic Algorithm....Pages 351-360
Efficient Neuroevolution for a Quadruped Robot....Pages 361-370
Learning and Generating Folk Melodies Using MPF-Inspired Hierarchical Self-Organising Maps....Pages 371-380
Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem....Pages 381-390
Where Should We Stop? An Investigation on Early Stopping for GP Learning....Pages 391-399
From Subjective to Objective Metrics for Evolutionary Story Narration Using Event Permutations....Pages 400-409
GPU Accelerated Genetic Clustering....Pages 410-419
Memetic Input Variable Selection in Neuro-Genetic Prediction System....Pages 420-429
Learning Rule for TSK Fuzzy Logic Systems Using Interval Type-2 Fuzzy Subtractive Clustering....Pages 430-439
Constrained Layout Optimization in Satellite Cabin Using a Multiagent Genetic Algorithm....Pages 440-449
A Multi-Objective Approach for Master’s Thesis Committees Scheduling Using DMEA....Pages 450-459
Coupler-Curve Synthesis of a Planar Four-Bar Mechanism Using NSGA-II....Pages 460-469
A Simulation Model for Optimise the Fire Evacuation Configuration in the Metro Supermarket of Hanoi....Pages 470-479
Interactive GA Flock Brush for Non-Photorealistic Rendering....Pages 480-490
Generating Diverse Behaviors of Evolutionary Robots with Speciation for Theory of Mind....Pages 491-500
Improving Gender Recognition Using Genetic Algorithms....Pages 501-510
Back Matter....Pages -