Applications evolutionary computing evoworkshops (53 Ergebnisse)

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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes the refereed proceedings of three workshops on the application of evolutionary programming and algorithms in various domains; these workshops were held in conjunction with the 5th European Conference on Genetic Programming, EuroGP 2002, in Kinsale, Ireland, in April 2002.The 33 revised full papers presented were carefully reviewed and selected by the respective program committees. In accordance with the three workshops EvoCOP, EvoIASP, and EvoSTIM/EvoPLAN, the papers are organized in topical sections on combinatorial optimization problems; image analysis and signal processing; and scheduling, timetabling, and AI planning.…

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The increasingly active eld of Evolutionary Computation (EC) provides val- ble tools, inspired by the theory of natural selection and genetic inheritance, to problem solving, machine learning, and optimization in many real-world app- cations. Despite some early intuitions about EC, that can be dated back to the - vention of computers, and a better formal de nition of EC, made in the 1960s, the quest for real-world applications of EC only began in the late 1980s. The dramatic increase in computer performances in the last decade of the 20th c- tury gave rise to a positive feedback process: EC techniques became more and more applicable, stimulating the growth of interest in their study, and allowing, in turn, new powerful EC paradigms to be devised. In parallel with new theoretical results, the number of elds to which EC is being applied is increasing day by day, along with the complexity of applications and application domains. In particular, industrially relevant elds, such as signal and image processing, computer vision, pattern recognition, industrial control, telecommunication, scheduling and timetabling, and aerospace engineering are employing EC techniques to solve complex real-world problems.…

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 Ge.…

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 Optimization.…

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Zustand: Gut. Zustand: Gut | Seiten: 412 | Sprache: Englisch | Produktart: Bücher | The increasingly active eld of Evolutionary Computation (EC) provides val- ble tools, inspired by the theory of natural selection and genetic inheritance, to problem solving, machine learning, and optimization in many real-world app- cations. Despite some early intuitions about EC, that can be dated back to the - vention of computers, and a better formal de nition of EC, made in the 1960s, the quest for real-world applications of EC only began in the late 1980s. The dramatic increase in computer performances in the last decade of the 20th c- tury gave rise to a positive feedback process: EC techniques became more and more applicable, stimulating the growth of interest in their study, and allowing, in turn, new powerful EC paradigms to be devised. In parallel with new theoretical results, the number of elds to which EC is being applied is increasing day by day, along with the complexity of applications and application domains. In particular, industrially relevant elds, such as signal and image processing, computer vision, pattern recognition, industrial control, telecommunication, scheduling and timetabling, and aerospace engineering are employing EC techniques to solve complex real-world problems.…