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Evolutionary Computation in Combinatorial Optimization

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Metaheuristicscontinuetodemonstratetheire?ectivenessforanever-broadening range of di?cult combinatorial optimization problems app... Weiterlesen
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Beschreibung

Metaheuristicscontinuetodemonstratetheire?ectivenessforanever-broadening range of di?cult combinatorial optimization problems appearing in a wide - riety of industrial, economic, and scienti?c domains. Prominent examples of metaheuristics are evolutionary algorithms, tabu search, simulated annealing, scatter search, memetic algorithms, variable neighborhood search, iterated local search, greedy randomized adaptive search procedures, ant colony optimization and estimation of distribution algorithms. Problems solved successfully include scheduling,timetabling,networkdesign,transportationanddistribution,vehicle routing, the travelling salesman problem, packing and cutting, satis?ability and general mixed integer programming. EvoCOP began in 2001 and has been held annually since then. It is the ?rst event speci?cally dedicated to the application of evolutionary computation and related methods to combinatorial optimization problems. Originally held as a workshop,EvoCOPbecameaconferencein2004.Theeventsgaveresearchersan excellent opportunity to present their latest research and to discuss current - velopments and applications. Following the general trend of hybrid metaheur- tics and diminishing boundaries between the di?erent classes of metaheuristics, EvoCOPhas broadenedits scope in recent years and invited submissions on any kind of metaheuristic for combinatorial optimization.



Inhalt

Dual Sequence Simulated Annealing with Round-Robin Approach for University Course Timetabling.- Heuristic and Exact Methods for the Discrete (r |p)-Centroid Problem.- On the Benefit of Sub-optimality within the Divide-and-Evolve Scheme.- A Real-Integer-Discrete-Coded Differential Evolution Algorithm: A Preliminary Study.- Fitness Distance Correlation and Search Space Analysis for Permutation Based Problems.- A Genetic Algorithm to Minimize Chromatic Entropy.- Evolutionary Approaches to the Three-dimensional Multi-pipe Routing Problem: A Comparative Study Using Direct Encodings.- A Tabu Search Heuristic for Point Coverage, Sink Location, and Data Routing in Wireless Sensor Networks.- Ant Colony Optimization for Tree Decompositions.- Iterated Local Search with Path Relinking for Solving Parallel Machines Scheduling Problem with Resource-Assignable Sequence Dependent Setup Times.- Enhancing a Tabu Algorithm for Approximate Graph Matching by Using Similarity Measures.- Characterizing Fault-Tolerance of Genetic Algorithms in Desktop Grid Systems.- The Office-Space-Allocation Problem in Strongly Hierarchized Organizations.- A Study of Memetic Search with Multi-parent Combination for UBQP.- Bicriteria Scheduling Problem on the Two-Machine Flowshop Using Simulated Annealing.- A Memetic Algorithm for Workforce Distribution in Dynamic Multi-Skill Call Centres.- Geometric Generalization of the Nelder-Mead Algorithm.- Guided Ejection Search for the Pickup and Delivery Problem with Time Windows.- An Evolutionary Algorithm Guided by Preferences Elicited According to the ELECTRE TRI Method Principles.- Multilevel Variable Neighborhood Search for Periodic Routing Problems.- Enhancing Genetic Algorithms by a Trie-Based Complete Solution Archive.- A New Primal-Dual Genetic Algorithm: Case Study for the Winner Determination Problem.- Local Search Algorithms on Graphics Processing Units. A Case Study: The Permutation Perceptron Problem.- Efficient Cycle Search for the Minimum Routing Cost Spanning Tree Problem.

Produktinformationen

Titel: Evolutionary Computation in Combinatorial Optimization
Untertitel: 10th European Conference, EvoCOP 2010, Istanbul, Turkey, April 7-9, 2010, Proceedings
Editor:
EAN: 9783642121395
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: IT & Internet
Veröffentlichung: 03.04.2010
Digitaler Kopierschutz: Wasserzeichen
Dateigrösse: 9.36 MB
Anzahl Seiten: 290

Weitere Bände aus der Buchreihe "Theoretical Computer Science and General Issues"