Applications of Evolutionary Computing
This book constitutes the joint refereed proceedings of six workshops on evolutionary computing, EvoWorkshops 2004, held together with EuroGP 2004 and EvoCOP 2004 in Coimbra, Portugal, in April 2004.\ The 55 revised full papers presented were carefully reviewed and selected from a total of 123 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...
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This book constitutes the joint refereed proceedings of six workshops on evolutionary computing, EvoWorkshops 2004, held together with EuroGP 2004 and EvoCOP 2004 in Coimbra, Portugal, in April 2004.The 55 revised full papers presented were carefully reviewed and selected from a total of 123 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 computing in image analysis and signal processing; evolutionary music and art; and evolutionary algorithms in stochastic and dynamic environments.
A memetic algorithm for protein structure prediction in a 3d-Lattice HP model1An improved genetic algorithm for the sequencing by hybridization problem11Evolutionary search of thresholds for robust feature set selection : application to the analysis of microarray data21Evolving regular expression-based sequence classiers for protein nuclear localisation31Analysis of proteomic pattern data for cancer detection41Self-adaptive scouting - autonomous experimentation for systems biology52An improved grammatical evolution strategy for hierarchical Petri net modeling of complex genetic systems63Two-step genetic programming for optimization of RNA common-structure73Evolutionary algorithms for optimal control in fed-batch fermentation processes84Discrete branch length representations for genetic algorithms in phylogenetic search94Iteratively inferring gene regulatory networks with virtual knockout experiments104Multiple sequence alignment using SAGA : investigating the effects of operator scheduling, population seeding, and crossover operators113Constructing microbial consortia with minimal growth using a genetic algorithm1232-objective optimization of cells overlap and geometry with evolutionary algorithms130A genetic algorithm for telecommunication network design140A GA/Heuristic hybrid technique for routing and wavelength assignment in WDM networks150Ant colony optimization for the maximum edge-disjoint paths problem160Using genetic programming to design broadcasting algorithms for Manhattan Street networks170A scenario-based approach to protocol design using evolutionary techniques178A slicing structure representation for the multi-layer floorplan layout problem188Disjoint sum of product minimization by evolutionary algorithms198Genetic algorithms to improve mask and illumination geometries in lithographic imaging systems208Multi-objective genetic manipulator trajectory planner219Exploiting HW acceleration for classifying complex test program generation problems230Evolutionary design space exploration for median circuits240Genetic optimization of morphological filters with applications in breast cancer detection250Image segmentation by a genetic fuzzy c-means algorithm using color and spatial information260Bond-issuer credit rating with grammatical evolution270Using GAs to create a waveguide model of the oral vocal tract280Vision-based hand motion capture using genetic algorithm289Top-down evolutionary image segmentation using a hierarchical social metaheuristic301Multi-objective sensor planning for efficient and accurate object reconstruction312An algorithm for segmenting gaseous objects on images322Evolution strategies approach for the solution of an inverse problem in near-field optics329A watermark sharing scheme to high quality halftone images with genetic algorithms339Using genetic programming for character discrimination in damaged documents349Evolutionary algorithm-based local structure modeling for improved active shape model359Multiclass object classification using genetic programming369Program size and pixel statistics in genetic programming for object detection379Intrinsic evolvable hardware in digital filter design389Swarm granulator399Aesthetic video filter evolution in an interactive real-time framework409Generative art : fuzzy polygon clipping in program generated line oriented drawings419Tilings of sequences of co-evolved images427Adaptive critics for evolutionary artists437Automated aesthetic selection of evolutionary art by distance based classification of genomes and phenomes using the universal similarity metric447Improvisational media space : architecture and strategies for evolution457The virtual ecosystem as generative electronic art467Aesthetic evolution of L-systems revisited477Multi-swarm optimization in dynamic environments489Evolutionary algorithms for stochastic arc routing problems501A hierarchical particle swarm optimizer for dynamic optimization problems513Constructing dynamic optimization test problems using the multi-objective optimization concept525Competitive goal coordination in automatic parking537Evolutionary Bayesian network dynamic planner for game RISK549
