This book presents the refereed joint proceedings of seven workshops on evolutionary computing, EvoWorkshops 2006, held in Budapest in April 2006. 65 revised full papers and 13 revised short papers presented were carefully reviewed and selected from a total of 149 submissions. The book is organized in topical sections including evolutionary bioinformatics, evolutionary computation in communications, networks, and connected systems, and more.
Author(s): Burcu Bakir, Osman Ugur Sezerman (auth.), Franz Rothlauf, Jürgen Branke, Stefano Cagnoni, Ernesto Costa, Carlos Cotta, Rolf Drechsler, Evelyne Lutton, Penousal Machado, Jason H. Moore, Juan Romero, George D. Smith, Giovanni Squillero, Hideyuki Takagi (eds.)
Series: Lecture Notes in Computer Science 3907
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2006
Language: English
Pages: 816
Tags: Computation by Abstract Devices; Programming Techniques; Computer Hardware; Computer Communication Networks; Math Applications in Computer Science; Image Processing and Computer Vision
Front Matter....Pages -
Functional Classification of G-Protein Coupled Receptors, Based on Their Specific Ligand Coupling Patterns....Pages 1-12
Incorporating Biological Domain Knowledge into Cluster Validity Assessment....Pages 13-22
A Novel Mathematical Model for the Optimization of DNA–Chip Design and Its Implementation....Pages 23-33
A Hybrid GA/SVM Approach for Gene Selection and Classification of Microarray Data....Pages 34-44
Multi-stage Evolutionary Algorithms for Efficient Identification of Gene Regulatory Networks....Pages 45-56
Human Papillomavirus Risk Type Classification from Protein Sequences Using Support Vector Machines....Pages 57-66
Hierarchical Clustering, Languages and Cancer....Pages 67-78
Robust SVM-Based Biomarker Selection with Noisy Mass Spectrometric Proteomic Data....Pages 79-90
On the Use of Variable Complementarity for Feature Selection in Cancer Classification....Pages 91-102
Comparison of Neural Network Optimization Approaches for Studies of Human Genetics....Pages 103-114
Obtaining Biclusters in Microarrays with Population-Based Heuristics....Pages 115-126
Multiple Sequence Alignment Based on Set Covers....Pages 127-137
A Methodology for Determining Amino-Acid Substitution Matrices from Set Covers....Pages 138-148
Multi-Objective Evolutionary Algorithm for Discovering Peptide Binding Motifs....Pages 149-158
Mining Structural Databases: An Evolutionary Multi-Objetive Conceptual Clustering Methodology....Pages 159-171
Optimal Selection of Microarray Analysis Methods Using a Conceptual Clustering Algorithm....Pages 172-183
Microarray Probe Design Using ε -Multi-Objective Evolutionary Algorithms with Thermodynamic Criteria....Pages 184-195
An Algorithm for the Automated Verification of DNA Supercontig Assemblies....Pages 196-207
From HP Lattice Models to Real Proteins: Coordination Number Prediction Using Learning Classifier Systems....Pages 208-220
Conditional Random Fields for Predicting and Analyzing Histone Occupancy, Acetylation and Methylation Areas in DNA Sequences....Pages 221-230
DNA Fragment Assembly: An Ant Colony System Approach....Pages 231-242
BeeHiveGuard: A Step Towards Secure Nature Inspired Routing Algorithms....Pages 243-254
Optimal Broadcasting in Metropolitan MANETs Using Multiobjective Scatter Search....Pages 255-266
Evolutionary Design of OAB and AAB Communication Schedules for Interconnection Networks....Pages 267-278
A Multiagent Algorithm for Graph Partitioning....Pages 279-285
Tracing Denial of Service Origin: Ant Colony Approach....Pages 286-295
Optimisation of Constant Matrix Multiplication Operation Hardware Using a Genetic Algorithm....Pages 296-307
Finding Compact BDDs Using Genetic Programming....Pages 308-319
Efficient Evolutionary Approaches for the Data Ordering Problem with Inversion....Pages 320-331
GRACE: Generative Robust Analog Circuit Exploration....Pages 332-343
On the Practical Limits of the Evolutionary Digital Filter Design at the Gate Level....Pages 344-355
Image Space Colonization Algorithm....Pages 356-367
Enhancement of an Automatic Fingerprint Identification System Using a Genetic Algorithm and Genetic Programming....Pages 368-379
Evolutionary Singularity Filter Bank Optimization for Fingerprint Image Enhancement....Pages 380-390
Evolutionary Generation of Prototypes for a Learning Vector Quantization Classifier....Pages 391-402
Automatic Classification of Handsegmented Image Parts with Differential Evolution....Pages 403-414
Mixed-Integer Evolution Strategies and Their Application to Intravascular Ultrasound Image Analysis....Pages 415-426
The Honeybee Search Algorithm for Three-Dimensional Reconstruction....Pages 427-437
Improving the Segmentation Stage of a Pedestrian Tracking Video-Based System by Means of Evolution Strategies....Pages 438-449
An Adaptive Stochastic Collision Detection Between Deformable Objects Using Particle Swarm Optimization....Pages 450-459
Genetic Programming for Automatic Stress Detection in Spoken English....Pages 460-471
Localisation Fitness in GP for Object Detection....Pages 472-483
Immune Multiobjective Optimization Algorithm for Unsupervised Feature Selection....Pages 484-494
Classifying and Counting Vehicles in Traffic Control Applications....Pages 495-499
A Neural Evolutionary Classification Method for Brain-Wave Analysis....Pages 500-504
Differential Evolution Applied to a Multimodal Information Theoretic Optimization Problem....Pages 505-509
Artificial Life Models in Lung CTs....Pages 510-514
Learning High-Level Visual Concepts Using Attributed Primitives and Genetic Programming....Pages 515-519
Evolutionary Denoising Based on an Estimation of Hölder Exponents with Oscillations....Pages 520-524
Probability Evolutionary Algorithm Based Human Body Tracking....Pages 525-529
On Interactive Evolution Strategies....Pages 530-541
An Experimental Comparative Study for Interactive Evolutionary Computation Problems....Pages 542-553
Creating Chance by New Interactive Evolutionary Computation: Bipartite Graph Based Interactive Genetic Algorithm....Pages 554-564
Interactive Evolutionary Computation Framework and the On-Chance Operator for Product Design....Pages 565-574
Practically Applying Interactive Genetic Algorithms to Customers’ Designs on a Customizable C2C Framework: Entrusting Select Operations to IGA Users....Pages 575-585
Evaluation of Sequential, Multi-objective, and Parallel Interactive Genetic Algorithms for Multi-objective Floor Plan Optimisation....Pages 586-598
Supervised Genetic Search for Parameter Selection in Painterly Rendering....Pages 599-610
Robot Paintings Evolved Using Simulated Robots....Pages 611-621
Consensual Paintings....Pages 622-632
Using Physiological Signals to Evolve Art....Pages 633-641
Science of Networks and Music: A New Approach on Musical Analysis and Creation....Pages 642-651
Continuous-Time Recurrent Neural Networks for Generative and Interactive Musical Performance....Pages 652-663
Synthesising Timbres and Timbre-Changes from Adjectives/Adverbs....Pages 664-675
Modelling Expressive Performance: A Regression Tree Approach Based on Strongly Typed Genetic Programming....Pages 676-687
Evolutionary Musique Concrète....Pages 688-695
A Connectionist Architecture for the Evolution of Rhythms....Pages 696-706
MovieGene : Evolutionary Video Production Based on Genetic Algorithms and Cinematic Properties....Pages 707-711
Audible Convergence for Optimal Base Melody Extension with Statistical Genre-Specific Interval Distance Evaluation....Pages 712-716
A Two-Stage Autonomous Evolutionary Music Composer....Pages 717-721
Layered Genetical Algorithms Evolving into Musical Accompaniment Generation....Pages 722-726
A Preliminary Study on Handling Uncertainty in Indicator-Based Multiobjective Optimization....Pages 727-739
Fluctuating Crosstalk as a Source of Deterministic Noise and Its Effects on GA Scalability....Pages 740-751
Integrating Techniques from Statistical Ranking into Evolutionary Algorithms....Pages 752-763
The Role of Representations in Dynamic Knapsack Problems....Pages 764-775
The Effect of Building Block Construction on the Behavior of the GA in Dynamic Environments: A Case Study Using the Shaky Ladder Hyperplane-Defined Functions....Pages 776-787
Associative Memory Scheme for Genetic Algorithms in Dynamic Environments....Pages 788-799
Bayesian Optimization Algorithms for Dynamic Problems....Pages 800-804
Prudent-Daring vs Tolerant Survivor Selection Schemes in Control Design of Electric Drives....Pages 805-809
Back Matter....Pages -
