Simulated Evolution and Learning: 8th International Conference, SEAL 2010, Kanpur, India, December 1-4, 2010. Proceedings

Front Matter....Pages -
Beyond Convexity: New Perspectives in Computational Optimization....Pages 1-23
Optimal μ -Distributions for the Hypervolume Indicator for Problems with Linear Bi-objective Fronts: Exact and Exhaustive Results....Pages 24-34
A Parallel Algorithm for Solving Large Convex Minimax Problems....Pages 35-44
Towards Efficient and Effective Negative Selection Algorithm: A Convex Hull Representation Scheme....Pages 45-54
To Handle Real Valued Input in XCS: Using Fuzzy Hyper-trapezoidal Membership in Classifier Condition....Pages 55-64
Development of Optimal Control System for Safe Distance of Platooning Using Model Predictive Control....Pages 65-74
A Comparative Study on Theoretical and Empirical Evolution of Population Variance of Differential Evolution Variants....Pages 75-79
Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods....Pages 80-84
MP-EDA: A Robust Estimation of Distribution Algorithm with Multiple Probabilistic Models for Global Continuous Optimization....Pages 85-94
A Bi-criterion Approach to Multimodal Optimization: Self-adaptive Approach....Pages 95-104
On the Flexible Applied Boundary and Support Conditions of Compliant Mechanisms Using Customized Evolutionary Algorithm....Pages 105-114
Intensification Strategies for Extremal Optimisation....Pages 115-124
Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems....Pages 125-134
Evolving Stories: Tree Adjoining Grammar Guided Genetic Programming for Complex Plot Generation....Pages 135-145
Improving Differential Evolution by Altering Steps in EC....Pages 146-155
A Dynamic Island-Based Genetic Algorithms Framework....Pages 156-165
Solving the Optimal Coverage Problem in Wireless Sensor Networks Using Evolutionary Computation Algorithms....Pages 166-176
A Comparative Study of Different Variants of Genetic Algorithms for Constrained Optimization....Pages 177-186
Evolutionary FCMAC-BYY Applied to Stream Data Analysis....Pages 187-194
UNIFAC Group Interaction Prediction for Ionic Liquid-Thiophene Based Systems Using Genetic Algorithm....Pages 195-204
HIER-HEIR: An Evolutionary System with Hierarchical Representation and Operators Applied to Fashion Design....Pages 205-214
A Population Diversity-Oriented Gene Expression Programming for Function Finding....Pages 215-219
Evolutionary Optimization of Catalysts Assisted by Neural-Network Learning....Pages 220-229
Dominance-Based Pareto-Surrogate for Multi-Objective Optimization....Pages 230-239
Learning Cellular Automata Rules for Pattern Reconstruction Task....Pages 240-249
Evolving Fuzzy Rules: Evaluation of a New Approach....Pages 250-259
A Niched Genetic Programming Algorithm for Classification Rules Discovery in Geographic Databases....Pages 260-269
Artificial Neural Network Modeling for Estimating the Depth of Penetration and Weld Bead Width from the Infra Red Thermal Image of the Weld Pool during A-TIG Welding....Pages 270-278
Swarm Reinforcement Learning Method Based on an Actor-Critic Method....Pages 279-288
XCS Revisited: A Novel Discovery Component for the eXtended Classifier System....Pages 289-298
Supplanting Neural Networks with ODEs in Evolutionary Robotics....Pages 299-308
Parallel Distributed Implementation of Genetics-Based Machine Learning for Fuzzy Classifier Design....Pages 309-318
Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction....Pages 319-328
Tile Pasting P System with Multiple-Edge Pasting....Pages 329-338
Modeling and Automation of Diagnosis and Treatment of Diabetes....Pages 339-348
The Evolution of Fuzzy Classifier for Data Mining with Applications....Pages 349-358
PID Step Response Using Genetic Programming....Pages 359-368
Divide and Evolve Driven by Human Strategies....Pages 369-373
A Genetic Algorithm for Assigning Individuals to Populations Using Multi-locus Genotyping....Pages 374-378
Extended Q-Learning Algorithm for Path-Planning of a Mobile Robot....Pages 379-383
An XML Format for Sharing Evolutionary Algorithm Output and Analysis....Pages 384-388
Car Setup Optimisation....Pages 389-393
Robustness of Multi-objective Optimal Solutions to Physical Deterioration through Active Control....Pages 394-403
Non-dimensional Multi-objective Performance Optimization of Single Stage Thermoelectric Cooler....Pages 404-413
Multi-Objective Optimization of Particle Reinforced Silicone Rubber Mould Material for Soft Tooling Process....Pages 414-423
Comparative Application of Multi-Objective Evolutionary Algorithms to the Voltage and Reactive Power Optimization Problem in Power Systems....Pages 424-434
Bayesian Reliability Analysis under Incomplete Information Using Evolutionary Algorithms....Pages 435-444
Optimisation of Double Wishbone Suspension System Using Multi-Objective Genetic Algorithm....Pages 445-454
Self-Controlling Dominance Area of Solutions in Evolutionary Many-Objective Optimization....Pages 455-465
Optimum Design of Balanced SAW Filters Using Multi-Objective Differential Evolution....Pages 466-475
Optimizing the Risk of Occupational Health Hazard in a Multiobjective Decision Environment using NSGA-II....Pages 476-484
Tuning Process Parameters of Electrochemical Machining Using a Multi-objective Genetic Algorithm: A Preliminary Study....Pages 485-493
The Optimization versus Survival Problem and Its Solution by an Evolutionary Multi Objective Algorithm....Pages 494-503
Synthesis of Difference Patterns for Monopulse Antenna Arrays – An Evolutionary Multi-objective Optimization Approach....Pages 504-513
Performance of Lognormal Probability Distribution in Crossover Operator of NSGA-II Algorithm....Pages 514-522
Metamodels for Fast Multi-objective Optimization: Trading Off Global Exploration and Local Exploitation....Pages 523-532
Integrated Location-Inventory Retail Supply Chain Design: A Multi-objective Evolutionary Approach....Pages 533-542
Multi-Objective Job Shop Scheduling Based on Multiagent Evolutionary Algorithm....Pages 543-552
A Preference Oriented Two-Layered Multiagent Evolutionary Algorithm for Multi-Objective Job Shop Problems....Pages 553-557
Using an Adaptation of a Binary Search Tree to Improve the NSGA-II Nondominated Sorting Procedure....Pages 558-562
A Hybrid Method for Multi-Objective Shape Optimization....Pages 563-567
Evolutionary Multi-Objective Bacterial Swarm Optimization (MOBSO): A Hybrid Approach....Pages 568-572
Multi-Objective Optimisation of Web Business Processes....Pages 573-577
Multi Objective Optimization of Planetary Gear Train....Pages 578-582
Multi-objective Control Systems Design with Criteria Reduction....Pages 583-587
Probabilistic Based Evolutionary Optimizers in Bi-objective Travelling Salesman Problem....Pages 588-592
Automatic Shape Independent Shell Clustering Using an Ant Based Approach....Pages 593-602
Hybrid Search for Faster Production and Safer Process Conditions in Friction Stir Welding....Pages 603-612
Hybrid Optimization Scheme for Radial Basis Function Neural Network....Pages 613-622
Modified Levenberg Marquardt Algorithm for Inverse Problems....Pages 623-632
Constrained Engineering Design Optimization Using a Hybrid Bi-objective Evolutionary-Classical Methodology....Pages 633-637
A Many-Objective Optimisation Decision-Making Process Applied to Automotive Diesel Engine Calibration....Pages 638-646
A Modular Decision-Tree Architecture for Better Problem Understanding....Pages 647-656
Virtual Manufacturing Cell Design Using a PSO Approach with Alternative Neighbourhood Topologies....Pages 657-666
Energy Saving System for Office Lighting by Using PSO and ZigBee Network....Pages 667-676
EcoSupply: A Machine Learning Framework for Analyzing the Impact of Ecosystem on Global Supply Chain Dynamics....Pages 677-686
A Data-Mining Method for Detection of Complex Nonlinear Relations Applied to a Model of Apoptosis in Cell Populations....Pages 687-695
An Implementation of Pareto Set Pursuing Technique for Concept Vehicle Design....Pages 696-705
EPIC: Efficient Integration of Partitional Clustering Algorithms for Classification....Pages 706-710
Toward Optimal Disk Layout of Genome Scale Suffix Trees....Pages 711-715
Back Matter....Pages -