Applications of Evolutionary Computing: EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proceedings / Edition 1

Applications of Evolutionary Computing: EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proceedings / Edition 1

5.0 1
by Gunther Raidl
     
 

ISBN-10: 3540009760

ISBN-13: 9783540009764

Pub. Date: 07/29/2003

Publisher: Springer Berlin Heidelberg

This book constitutes the joint refereed proceedings of six workshops, EvoWorkshops 2003, held together with EuroGP 2003 in Essex, UK in April 2003.

The 63 revised full papers presented were carefully reviewed and selected from a total of 109 submissions. In accordance with the six workshops covered , the papers are organized in topical sections on bioinformatics

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Overview

This book constitutes the joint refereed proceedings of six workshops, EvoWorkshops 2003, held together with EuroGP 2003 in Essex, UK in April 2003.

The 63 revised full papers presented were carefully reviewed and selected from a total of 109 submissions. In accordance with the six workshops covered , the papers are organized in topical sections on bioinformatics, combinatorial optimization, image analysis and signal processing, evolutionary music and art, evolutionary robotics, and scheduling and timetabling.

Product Details

ISBN-13:
9783540009764
Publisher:
Springer Berlin Heidelberg
Publication date:
07/29/2003
Series:
Lecture Notes in Computer Science Series, #2611
Edition description:
2003
Pages:
708
Product dimensions:
9.21(w) x 6.14(h) x 1.47(d)

Table of Contents

Artificial Immune System for Classification of Cancer1
Pattern Search in Molecules with FANS: Preliminary Results11
Applying Memetic Algorithms to the Analysis of Microarray Data22
Gene Network Reconstruction Using a Distributed Genetic Algorithm with a Backprop Local Search33
Promoter Prediction with a GP-Automaton44
Chromosomal Breakpoint Detection in Human Cancer54
Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithm66
Genetic Algorithms for Gene Expression Analysis76
Comparison of AdaBoost and Genetic Programming for Combining Neural Networks for Drug Discovery87
Cross Validation Consistency for the Assessment of Genetic Programming Results in Microarray Studies99
Algorithms for Identification Key Generation and Optimization with Application to Yeast Identification107
Generalisation and Model Selection in Supervised Learning with Evolutionary Computation119
Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination131
Multilevel Heuristic Algorithm for Graph Partitioning143
Experimental Comparison of Two Evolutionary Algorithms for the Independent Set Problem154
New Ideas for Applying Ant Colony Optimization to the Probabilistic TSP165
An Experimental Comparison of Two Different Encoding Schemes for the Location of Base Stations in Cellular Networks176
Landscape State Machines: Tools for Evolutionary Algorithm Performance Analyses and Landscape/Algorithm Mapping187
Constrained Coverage Optimisation for Mobile Cellular Networks199
Combinations of Local Search and Exact Algorithms211
On Confidence Intervals for the Number of Local Optima224
Searching for Maximum Cliques with Ant Colony Optimization236
A Study of Greedy, Local Search, and Ant Colony Optimization Approaches for Car Sequencing Problems246
Evolutionary Computing for the Satisfiability Problem258
Guiding Single-Objective Optimization Using Multi-objective Methods268
A Genetic Algorithm for the Index Selection Problem280
A Template Approach to Producing Incremental Objective Cost Functions for Local Search Meta-heuristics291
Analyzing a Unified Ant System for the VRP and Some of Its Variants300
Adapting to Complexity During Search in Combinatorial Landscapes311
Search Space Analysis of the Linear Ordering Problem322
Ant Algorithms for the University Course Timetabling Problem with Regard to the State-of-the-Art334
Multiple Genetic Snakes for Bone Segmentation346
Mobile Robot Sensor Fusion Using Flies357
Anticipating Bankruptcy Reorganisation from Raw Financial Data Using Grammatical Evolution368
GAME-HDL: Implementation of Evolutionary Algorithms Using Hardware Description Languages378
Evolutionary Approach to Discovery of Classification Rules from Remote Sensing Images388
Hybrid Evolution Strategy-Downhill Simplex Algorithm for Inverse Light Scattering Problems399
Accurate L-Corner Measurement Using USEF Functions and Evolutionary Algorithms410
On Two Approaches to Image Processing Algorithm Design for Binary Images Using GP422
Restoration of Old Documents with Genetic Algorithms432
The Effectiveness of Cost Based Subtree Caching Mechanisms in Typed Genetic Programming for Image Segmentation444
Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection455
The Emergence of Social Learning in Artificial Societies467
Tabula Rasa: A Case Study in Evolutionary Curation479
MusicBlox: A Real-Time Algorithmic Composition System Incorporating a Distributed Interactive Genetic Algorithm490
Towards a Prehistory of Evolutionary and Adaptive Computation in Music502
ArtiE-Fract: The Artist's Viewpoint510
Evolutionary Music and the Zipf-Mandelbrot Law: Developing Fitness Functions for Pleasant Music522
Genophone: Evolving Sounds and Integral Performance Parameter Mappings535
Genetic Improvisation Model (A Framework for Real-Time Performance Environments)547
On the Development of Critics in Evolutionary Computation Artists559
Genetic Algorithms for the Generation of Models with Micropopulations570
Evolution of Collective Behavior in a Team of Physically Linked Robots581
Exploring the T-Maze: Evolving Learning-Like Robot Behaviors Using CTRNNs593
Competitive Co-evolution of Predator and Prey Sensory-Motor Systems605
Evolving Spiking Neuron Controllers for Phototaxis and Phonotaxis616
Evolving Neural Networks for the Control of a Lenticular Blimp626
Evolving Symbolic Controllers638
Evolving Motion of Robots with Muscles651
Behavioural Plasticity in Autonomous Agents: A Comparison between Two Types of Controller661
DNA Based Algorithms for Some Scheduling Problems673
Learning Action Strategies for Planning Domains Using Genetic Programming684
Routing Using Evolutionary Agents and Proactive Transactions696
Author Index707

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Applications of Evolutionary Computing: EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proce 0 out of 5 based on 0 ratings. 0 reviews.