Marek Krȩtowski, Marek Grześ (auth.), Bartlomiej Beliczynski, Andrzej Dzielinski, Marcin Iwanowski, Bernardete Ribeiro (eds.)3540715894, 9783540715894
The 178 revised full papers presented were carefully reviewed and selected from a total of 474 submissions. The 94 papers of the first volume are organized in topical sections on evolutionary computation, genetic algorithms, particle swarm optimization, learning, optimization and games, fuzzy and rough systems, just as classification and clustering. The second volume contains 84 contributions related to neural networks, support vector machines, biomedical signal and image processing, biometrics, computer vision, as well as to control and robotics.
Table of contents :
Front Matter….Pages –
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization….Pages 1-10
DNA Based Evolutionary Approach for Microprocessor Design Automation….Pages 11-22
Multiple Sequence Alignment with Evolutionary-Progressive Method….Pages 23-30
Optimal Design Centring Through a Hybrid Approach Based on Evolutionary Algorithms and Monte Carlo Simulation….Pages 31-38
A New Self-adaptative Crossover Operator for Real-Coded Evolutionary Algorithms….Pages 39-48
Wavelet Enhanced Analytical and Evolutionary Approaches to Time Series Forecasting….Pages 49-57
Gradient Based Stochastic Mutation Operators in Evolutionary Multi-objective Optimization….Pages 58-66
Co-evolutionary Multi-agent System with Predator-Prey Mechanism for Multi-objective Optimization….Pages 67-76
Optical Design with Epsilon-Dominated Multi-objective Evolutionary Algorithm….Pages 77-84
Boosting the Performance of a Multiobjective Algorithm to Design RBFNNs Through Parallelization….Pages 85-92
Immune Algorithm Versus Differential Evolution: A Comparative Case Study Using High Dimensional Function Optimization….Pages 93-101
Self-adaptive Evolutionary Methods in Designing Skeletal Structures….Pages 102-109
An Evolutionary Approach to Task Graph Scheduling….Pages 110-119
Universal Quantum Gates Via Yang-Baxterization of Dihedral Quantum Double….Pages 120-127
Evolutionary Bi-objective Learning with Lowest Complexity in Neural Networks: Empirical Comparisons….Pages 128-137
Improving the Quality of the Pareto Frontier Approximation Obtained by Semi-elitist Evolutionary Multi-agent System Using Distributed and Decentralized Frontier Crowding Mechanism….Pages 138-147
On Semantic Properties of Interestingness Measures for Extracting Rules from Data….Pages 148-158
A New Mutation Operator for the Elitism-Based Compact Genetic Algorithm….Pages 159-166
Genetic Programming for Proactive Aggregation Protocols….Pages 167-173
Automatic Synthesis for Quantum Circuits Using Genetic Algorithms….Pages 174-183
Clonal Selection Approach with Mutations Based on Symmetric α -Stable Distributions for Non-stationary Optimization Tasks….Pages 184-193
Minimizing Cycle Time of the Flow Line – Genetic Approach with Gene Expression….Pages 194-201
Genetic-Greedy Hybrid Approach for Topological Active Nets Optimization….Pages 202-210
On Sum Coloring of Graphs with Parallel Genetic Algorithms….Pages 211-219
Liquid State Genetic Programming….Pages 220-229
Genetic Based Distribution Service Restoration with Minimum Average Energy Not Supplied….Pages 230-239
Multi-objective Feature Selection with NSGA II….Pages 240-247
Design of 2-D IIR Filters Using Two Error Criteria with Genetic Algorithm….Pages 248-256
A Hybrid Genetic Algorithm with Simulated Annealing for Nonlinear Blind Equalization Using RBF Networks….Pages 257-265
Feature Extraction of Speech Signal by Genetic Algorithms-Simulated Annealing and Comparison with Linear Predictive Coding Based Methods….Pages 266-275
Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem….Pages 276-285
FPGA Implementation of Evolvable Characters Recognizer with Self-adaptive Mutation Rates….Pages 286-295
A Multi-gene-Feature-Based Genetic Algorithm for Prediction of Operon….Pages 296-305
Application of Micro-GA for an Optimal Direct Design Method of Steel Frame….Pages 306-313
Multi-objective Optimal Public Investment: An Extended Model and Genetic Algorithm-Based Case Study….Pages 314-322
Many-Objective Particle Swarm Optimization by Gradual Leader Selection….Pages 323-331
Mixed Ant Colony Optimization for the Unit Commitment Problem….Pages 332-340
A Shuffled Complex Evolution of Particle Swarm Optimization Algorithm….Pages 341-349
Wasp Swarm Algorithm for Dynamic MAX-SAT Problems….Pages 350-357
Particle Swarm Optimization for the Multidimensional Knapsack Problem….Pages 358-365
Particle Swarms for Multimodal Optimization….Pages 366-375
Quantum-Behaved Particle Swarm Optimization with Binary Encoding….Pages 376-385
Artificial Environment for Simulation of Emergent Behaviour….Pages 386-393
A Novel and More Efficient Search Strategy of Quantum-Behaved Particle Swarm Optimization….Pages 394-403
Extracting Grammars from RNA Sequences….Pages 404-413
Modeling Human Performance in Two Player Zero Sum Games Using Kelly Criterion….Pages 414-421
No-Regret Boosting….Pages 422-431
Evolutionary Approach to the Game of Checkers….Pages 432-440
Implementation of an Interactive NPC Based on Game Ontology and Game Community Q/A Bulletin Board….Pages 441-449
Theory of Saplings Growing Up Algorithm….Pages 450-460
Improved Production of Competitive Learning Rules with an Additional Term for Vector Quantization….Pages 461-469
Reinforcement Learning in Fine Time Discretization….Pages 470-479
Agent-Based Approach to Solving the Resource Constrained Project Scheduling Problem….Pages 480-487
A Model of Non-elemental Associative Learning in the Mushroom Body Neuropil of the Insect Brain….Pages 488-497
Performance-Based Bayesian Learning for Resource Collaboration Optimization in Manufacturing Grid….Pages 498-507
A Hybrid Simulated-Annealing Algorithm for Two-Dimensional Strip Packing Problem….Pages 508-516
Handling Linguistic Values in Knowledge Acquisition….Pages 517-525
An IA Based Approach for the Optimal Design of Traffic-Monitor Systems….Pages 526-535
Finding the Optimal Path in 3D Spaces Using EDAs – The Wireless Sensor Networks Scenario….Pages 536-545
Evidential Reasoning Based on Multisensor Data Fusion for Target Identification….Pages 546-553
A Simple and Compact Algorithm for the RMQ and Its Application to the Longest Common Repeat Problem….Pages 554-561
Improved Bacterial Foraging Algorithms and Their Applications to Job Shop Scheduling Problems….Pages 562-569
An Evolutionary Approach for Approximating the Solutions of Systems of Linear Fuzzy Equations….Pages 570-577
On Fuzzy Driven Support for SD-Efficient Portfolio Selection….Pages 578-587
Fuzzy Kernel Ridge Regression for Classification….Pages 588-595
Assessment of the Accuracy of the Process of Ceramics Grinding with the Use of Fuzzy Interference….Pages 596-603
A Dynamic Resource Broker and Fuzzy Logic Based Scheduling Algorithm in Grid Environment….Pages 604-613
Improving Business Failure Predication Using Rough Sets with Non-financial Variables….Pages 614-621
Optimization of Fuzzy Model Driven to IG and HFC-Based GAs….Pages 622-630
Potential Assessment of an Ellipsoidal Neural Fuzzy Time Series Model for Freeway Traffic Prediction….Pages 631-639
Digital Model of Series Resonant Converter with Piezoelectric Ceramic Transducers and Fuzzy Logic Control….Pages 640-648
A Method to Classify Collaboration in CSCL Systems….Pages 649-656
Electromagnetic Levitation System with Clustering Based Fuzzy Controller….Pages 657-665
Fuzzy Relation-Based PNNs with the Aid of IG and Symbolic Gene Type-Based GAs….Pages 666-673
Pricing the Foreign Currency Options with the Fuzzy Numbers Based on the Garman-Kohlhagen Model….Pages 674-683
Designing Rough Sets Attributes Reduction Based Video Deinterlacing System….Pages 684-693
Optimization of Fuzzy Membership Function Using Clonal Selection….Pages 694-701
Clustering of Leaf-Labelled Trees….Pages 702-710
Social Organization of Evolving Multiple Classifier System Functioning in Changing Environments….Pages 711-720
Softening Splits in Decision Trees Using Simulated Annealing….Pages 721-729
A Novel Architecture for the Classification and Visualization of Sequential Data….Pages 730-738
Locally Scaled Density Based Clustering….Pages 739-748
Hierarchical Rules for a Hierarchical Classifier….Pages 749-757
A Demonstration of Clustering in Protein Contact Maps for Alpha Helix Pairs….Pages 758-766
Dynamic Data Probes….Pages 767-771
Classifying Chemical Compounds Using Contrast and Common Patterns….Pages 772-781
Power Transients Characterization and Classification Using Higher-Order Cumulants and Competitive Layers….Pages 782-789
Mutual Information Estimation in Higher Dimensions: A Speed-Up of a k -Nearest Neighbor Based Estimator….Pages 790-797
Grammar-Based Classifier System for Recognition of Promoter Regions….Pages 798-805
Learning Bayesian Classifiers from Dependency Network Classifiers….Pages 806-813
Determining the Dependency Among Clauses Based on Machine Learning Techniques….Pages 814-821
Using Real-Valued Meta Classifiers to Integrate and Contextualize Binding Site Predictions….Pages 822-829
Effectiveness of Feature Space Selection on Credit Engineering on Multi-group Classification Cases….Pages 830-836
Constructing Stereotypes for an Adaptive e-Shop Using AIN-Based Clustering….Pages 837-845
Back Matter….Pages –
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