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Applications of Evolutionary Computing : EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings - Gunther R. Raidl

Applications of Evolutionary Computing

EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings

By: Gunther R. Raidl (Editor), Franz Rothlauf (Editor), George D. Smith (Editor), Giovanni Squillero (Editor), Stefano Cagnoni (Editor)

Paperback Published: 25th March 2004
ISBN: 9783540213789
Number Of Pages: 568

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Evolutionary Computation (EC) deals with problem solving, optimization, and machine learning techniques inspired by principles of natural evolution and - netics. Just from this basic de?nition, it is clear that one of the main features of theresearchcommunityinvolvedinthestudyofitstheoryandinitsapplications is multidisciplinarity. For this reason, EC has been able to draw the attention of an ever-increasing number of researchers and practitioners in several ?elds. In its 6-year-long activity, EvoNet, the European Network of Excellence in Evolutionary Computing, has been the natural reference and incubator for that multifaceted community. EvoNet has provided logistic and material support for thosewhowerealreadyinvolvedinECbut, inthe?rstplace, ithashadacritical role in favoring the signi?cant growth of the EC community and its interactions with longer-established ones. The main instrument that has made this possible has been the series of events, ?rst organized in 1998, that have spanned over both theoretical and practical aspects of EC. Ever since 1999, the present format, in which the EvoWorkshops, a collection of workshops on the most application-oriented aspects of EC, act as satellites of a core event, has proven to be very successful and very representative of the multi-disciplinarity of EC. Up to 2003, the core was represented by EuroGP, the main European event dedicated to Genetic Programming. EuroGP has been joined as the main event in 2004 by EvoCOP, formerly part of EvoWorkshops, which has become the European Conference on Evolutionary Computation in Combinatorial Optimizatio

A memetic algorithm for protein structure prediction in a 3d-Lattice HP modelp. 1
An improved genetic algorithm for the sequencing by hybridization problemp. 11
Evolutionary search of thresholds for robust feature set selection : application to the analysis of microarray datap. 21
Evolving regular expression-based sequence classiers for protein nuclear localisationp. 31
Analysis of proteomic pattern data for cancer detectionp. 41
Self-adaptive scouting - autonomous experimentation for systems biologyp. 52
An improved grammatical evolution strategy for hierarchical Petri net modeling of complex genetic systemsp. 63
Two-step genetic programming for optimization of RNA common-structurep. 73
Evolutionary algorithms for optimal control in fed-batch fermentation processesp. 84
Discrete branch length representations for genetic algorithms in phylogenetic searchp. 94
Iteratively inferring gene regulatory networks with virtual knockout experimentsp. 104
Multiple sequence alignment using SAGA : investigating the effects of operator scheduling, population seeding, and crossover operatorsp. 113
Constructing microbial consortia with minimal growth using a genetic algorithmp. 123
2-objective optimization of cells overlap and geometry with evolutionary algorithmsp. 130
A genetic algorithm for telecommunication network designp. 140
A GA/Heuristic hybrid technique for routing and wavelength assignment in WDM networksp. 150
Ant colony optimization for the maximum edge-disjoint paths problemp. 160
Using genetic programming to design broadcasting algorithms for Manhattan Street networksp. 170
A scenario-based approach to protocol design using evolutionary techniquesp. 178
A slicing structure representation for the multi-layer floorplan layout problemp. 188
Disjoint sum of product minimization by evolutionary algorithmsp. 198
Genetic algorithms to improve mask and illumination geometries in lithographic imaging systemsp. 208
Multi-objective genetic manipulator trajectory plannerp. 219
Exploiting HW acceleration for classifying complex test program generation problemsp. 230
Evolutionary design space exploration for median circuitsp. 240
Genetic optimization of morphological filters with applications in breast cancer detectionp. 250
Image segmentation by a genetic fuzzy c-means algorithm using color and spatial informationp. 260
Bond-issuer credit rating with grammatical evolutionp. 270
Using GAs to create a waveguide model of the oral vocal tractp. 280
Vision-based hand motion capture using genetic algorithmp. 289
Top-down evolutionary image segmentation using a hierarchical social metaheuristicp. 301
Multi-objective sensor planning for efficient and accurate object reconstructionp. 312
An algorithm for segmenting gaseous objects on imagesp. 322
Evolution strategies approach for the solution of an inverse problem in near-field opticsp. 329
A watermark sharing scheme to high quality halftone images with genetic algorithmsp. 339
Using genetic programming for character discrimination in damaged documentsp. 349
Evolutionary algorithm-based local structure modeling for improved active shape modelp. 359
Multiclass object classification using genetic programmingp. 369
Program size and pixel statistics in genetic programming for object detectionp. 379
Intrinsic evolvable hardware in digital filter designp. 389
Swarm granulatorp. 399
Aesthetic video filter evolution in an interactive real-time frameworkp. 409
Generative art : fuzzy polygon clipping in program generated line oriented drawingsp. 419
Tilings of sequences of co-evolved imagesp. 427
Adaptive critics for evolutionary artistsp. 437
Automated aesthetic selection of evolutionary art by distance based classification of genomes and phenomes using the universal similarity metricp. 447
Improvisational media space : architecture and strategies for evolutionp. 457
The virtual ecosystem as generative electronic artp. 467
Aesthetic evolution of L-systems revisitedp. 477
Multi-swarm optimization in dynamic environmentsp. 489
Evolutionary algorithms for stochastic arc routing problemsp. 501
A hierarchical particle swarm optimizer for dynamic optimization problemsp. 513
Constructing dynamic optimization test problems using the multi-objective optimization conceptp. 525
Competitive goal coordination in automatic parkingp. 537
Evolutionary Bayesian network dynamic planner for game RISKp. 549
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540213789
ISBN-10: 3540213783
Series: Lecture Notes in Computer Science
Audience: Professional
Format: Paperback
Language: English
Number Of Pages: 568
Published: 25th March 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 3.02
Weight (kg): 1.8