Applications of Evolutionary Computing
Editat de Egbert J. W. Boers, Jens Gottlieb, Pier L. Lanzi, Robert E. Smith, Stefano Cagnoni, Emma Hart, Günther R. Raidl, Harald Tijinken Limba Engleză Paperback – 4 apr 2001
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Specificații
ISBN-13: 9783540419204
ISBN-10: 3540419209
Pagini: 536
Ilustrații: XIV, 522 p.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.8 kg
Ediția:2001
Editura: Springer
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540419209
Pagini: 536
Ilustrații: XIV, 522 p.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.8 kg
Ediția:2001
Editura: Springer
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
EvoCOP Papers Graph Problems.- The Link and Node Biased Encoding Revisited: Bias and Adjustment of Parameters.- An Effective Implementation of a Direct Spanning Tree Representation in GAs.- An Evolutionary Algorithm with Stochastic Hill-Climbing for the Edge-Biconnectivity Augmentation Problem.- Application of GRASP to the Multiconstraint Knapsack Problem?.- Knapsack Problems.- Path Tracing in Genetic Algorithms Applied to the Multiconstrained Knapsack Problem.- On the Feasibility Problem of Penalty-Based Evolutionary Algorithms for Knapsack Problems.- Coloured Ant System and Local Search to Design Local Telecommunication Networks.- Ant Algorithms.- Cooperative Ant Colonies for Optimizing Resource Allocation in Transportation.- An ANTS Algorithm for Optimizing the Materialization of Fragmented Views in Data Warehouses: Preliminary Results.- Miscellaneous Applications.- A Genetic Algorithm for the Group-Technology Problem.- Generation of Optimal Unit Distance Codes for Rotary Encoders through Simulated Evolution.- On the Efficient Construction of Rectangular Grids from Given Data Points.- Assignment Problems.- An Evolutionary Annealing Approach to Graph Coloring.- A Constructive Evolutionary Approach to School Timetabling.- A Co-evolutionist Meta-heuristic for the Assignment of the Frequencies in Cellular Networks.- A Simulated Annealing Algorithm for Extended Cell Assignment Problem in a Wireless ATM Network.- Analysis of Evolutionary Algorithms.- On Performance Estimates for Two Evolutionary Algorithms.- A Contribution to the Study of the Fitness Landscape for a Graph Drawing Problem.- Evolutionary Game Dynamics in Combinatorial Optimization: An Overview.- Permutation Problems.- A Parallel Hybrid Heuristic for the TSP.- Effective Local and Guided VariableNeighbourhood Search Methods for the Asymmetric Travelling Salesman Problem.- Pheromone Modification Strategies for Ant Algorithms Applied to Dynamic TSP.- Conventional and Multirecombinative Evolutionary Algorithms for the Parallel Task Scheduling Problem.- EvoFlight Papers.- Two-Sided, Genetics-Based Learning to Discover Novel Fighter Combat Maneuvers.- Generation of Time-Delay Algorithms for Anti-air Missiles Using Genetic Programming.- Surface Movement Radar Image Correlation Using Genetic Algorithm.- A Conceptual Approach for Simultaneous Flight Schedule Construction with Genetic Algorithms.- EvoIASP Papers.- Genetic Snakes for Color Images Segmentation.- A Distributed Genetic Algorithm for Parameters Optimization to Detect Microcalcifications in Digital Mammograms.- Dynamic Flies: Using Real-Time Parisian Evolution in Robotics.- ARPIA: A High-Level Evolutionary Test Signal Generator.- A Pursuit Architecture for Signal Analysis.- Genetic Algorithm Based Heuristic Measure for Pattern Similarity in Kirlian Photographs.- Evolutionary Signal Enhancement Based on Hölder Regularity Analysis.- Building ARMA Models with Genetic Algorithms.- Evolving Market Index Trading Rules Using Grammatical Evolution.- Autonomous Photogrammetric Network Design Using Genetic Algorithms.- The Biological Concept of Neoteny in Evolutionary Color Image Segmentation - Simple Experiments in Simple Non-memetic Genetic Algorithms.- Using of Evolutionary Computations in Image Processing for Quantitative Atlas of Drosophila Genes Expression.- EvoLearn Papers.- Selection of Behavior in Social Situations Application to the Development of Coordinated Movements.- Clustering Moving Data with a Modified Immune Algorithm.- Belief Revision by Lamarckian Evolution.- A Study on the Effect of CooperativeEvolution on Concept Learning.- The Influence of Learning in the Evolution of Busy Beavers.- EvoSTIM Papers.- Automated Solution of a Highly Constrained School Timetabling Problem - Preliminary Results.- Design of Iterated Local Search Algorithms.- An Evolutionary Algorithm for Solving the School Time-Tabling Problem.- Optimizing Employee Schedules by a Hybrid Genetic Algorithm.- A Genetic Algorithm for the Capacitated Arc Routing Problem and Its Extensions.- A New Approach to Solve Permutation Scheduling Problems with Ant Colony Optimization.- Street-Based Routing Using an Evolutionary Algorithm.- Investigation of Different Seeding Strategies in a Genetic Planner.
Caracteristici
Includes supplementary material: sn.pub/extras