Applications of Evolutionary Computing: Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC / Edition 1

Applications of Evolutionary Computing: Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC / Edition 1

by Franz Rothlauf
     
 

ISBN-10: 3540253963

ISBN-13: 9783540253969

Pub. Date: 09/12/2005

Publisher: Springer Berlin Heidelberg

This book constitutes the refereed joint proceedings of six workshops on evolutionary computing, EvoWorkshops 2005, held in Lausanne, Switzerland in March/April 2005.

The 56 revised full papers presented were carefully reviewed and selected from a total of 143 submissions. In accordance with the six workshops covered, the papers are organized in topical sections

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Overview

This book constitutes the refereed joint proceedings of six workshops on evolutionary computing, EvoWorkshops 2005, held in Lausanne, Switzerland in March/April 2005.

The 56 revised full papers presented were carefully reviewed and selected from a total of 143 submissions. In accordance with the six workshops covered, the papers are organized in topical sections on evolutionary bioinformatics; evolutionary computing in communications, networks, and connected systems; hardware optimization techniques; evolutionary computation in image analysis and signal processing; evolutionary music and art; and evolutionary algorithms in shastic and dynamic environments.

Product Details

ISBN-13:
9783540253969
Publisher:
Springer Berlin Heidelberg
Publication date:
09/12/2005
Series:
Lecture Notes in Computer Science / Theoretical Computer Science and General Issues Series, #3449
Edition description:
2005
Pages:
631
Product dimensions:
9.21(w) x 6.14(h) x 1.39(d)

Table of Contents

Evolutionary biclustering of microarray data1
A fuzzy viterbi algorithm for improved sequence alignment and searching of proteins11
Tabu search method for determining sequences of amino acids in long polypeptides22
Order preserving clustering over multiple time course experiments33
Can neural network constraints in GP provide power to detect genes associated with human disease?44
A class of pareto archived evolution strategy algorithms using immune inspired operators for ab-initio protein structure prediction54
Neural networks and temporal gene expression data64
Bayesian learning with local support vector machines for cancer classification with gene expression data74
Genes related with Alzheimer's disease : a comparison of evolutionary search, statistical and integer programming approaches84
Syntactic approach to predict membrane spanning regions of transmembrane proteins95
An evolutionary approach for motif discovery and transmembrane protein classification105
Differential evolution and its application to metabolic flux analysis115
GEMPLS : a new QSAR method combining generic evolutionary method and partial least squares125
A performance evaluation framework for nature inspired routing algorithms136
Empirical models based on hybrid intelligent systems for assessing the reliability of complex networks147
A study of an iterated local search on the reliable communication networks design problem156
Unsupervised anomaly detection based on an evolutionary artificial immune network166
Evolutionary algorithms for location area management175
Evolutionary design of gate-level polymorphic digital circuits185
A biological development model for the design of robust multiplier195
Automatic completion and refinement of verification sets for microprocessor cores205
A genetic algorithm for VLSI floorplanning using O-tree representation215
Evolving reversible circuits for the even-parity problem225
Counter-based ant colony optimization as a hardware-oriented meta-heuristic235
Use of an evolutionary tool for antenna array synthesis245
A coevolutionary approach for clustering with feature weighting application to image analysis254
A new evolutionary algorithm for image segmentation264
An interactive EA for multifractal bayesian denoising274
Object detection for computer vision using a robust genetic algorithm284
An evolutionary infection algorithm for dense stereo correspondence294
Automatic image enhancement driven by evolution based on ridgelet frame in the presence of noise304
Practical evaluation of efficient fitness functions for binary images314
Selective SVMs ensemble driven by immune clonal algorithm325
Sensory-motor coordination in gaze control334
Region merging for severe oversegmented images using a hierarchical social metaheuristic345
Automated photogrammetric network design using the parisian approach356
Design of fast multidimensional filters using genetic algorithms366
Genetic-fuzzy optimization algorithm for adaptive learning of human vocalization in robotics376
Evolving parameters of surveillance video systems for non-overfitted learning386
A multistage approach to cooperatively coevolving feature construction and object detection396
An implicit context representation for evolving image processing filters407
Learning weights in genetic programs using gradient descent for object recognition417
Open problems in evolutionary music and art428
Genetic paint : a search for salient paintings437
Artificial life, death and epidemics in evolutionary, generative electronic art448
The electric sheep screen-saver : a case study in aesthetic evolution458
Swarm tech-tiles468
Evolutionary methods for ant colony paintings478
Evolutionary search for musical parallelism488
Developing fitness functions for pleasant music : Zipf's law and interactive evolution systems498
Understanding expressive music performance using genetic algorithms508
Toward user-directed evolution of sound synthesis parameters517
Playing in the pheromone playground : experiences in swarm painting527
Convergence synthesis of dynamic frequency modulation tones using an evolution strategy533
Granular sampling using a pulse-coupled network of spiking neurons539
Growing music : musical interpretations of L-systems545
Exploring rhythmic automata551
Extra-music(ologic)al models for algorithmic composition557
The memory indexing evolutionary algorithm for dynamic environments563
Dynamic decentralized packet clustering in networks574
MOEA-based approach to delayed decisions for robust conceptual design584
Unified particle swarm optimization in dynamic environments590
Shaky ladders, hyperplane-defined functions and genetic algorithms : systematic controlled observation in dynamic environments600
A hierarchical evolutionary algorithm with noisy fitness in structural optimization problems610
Assortative mating in genetic algorithms for dynamic problems617
A hybrid approach based on evolutionary strategies and interval arithmetic to perform robust designs623

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