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Metaheuristics

Progress in Complex Systems Optimization

This book's aim is to provide several different kinds of information: a delineation of general metaheuristics methods, a number of state-of-the-art articles from a variety of well-known classical application areas as well as an outlook to modern computational methods in promising new areas. Therefore, this book may equally serve as a textbook in graduate courses for students, as a reference book for people interested in engineering or social sciences, and as a collection of new and promising avenues for researchers working in this field.

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Produktbeschreibung

This book's aim is to provide several different kinds of information: a delineation of general metaheuristics methods, a number of state-of-the-art articles from a variety of well-known classical application areas as well as an outlook to modern computational methods in promising new areas. Therefore, this book may equally serve as a textbook in graduate courses for students, as a reference book for people interested in engineering or social sciences, and as a collection of new and promising avenues for researchers working in this field. 

Inhaltsverzeichnis

Scatter Search.- Experiments Using Scatter Search for the Multidemand Multidimensional Knapsack Problem.- A Scatter Search Heuristic for the Fixed-Charge Capacitated Network Design Problem.- Tabu Search.- Tabu Search-Based Metaheuristic Algorithm for Large-scale Set Covering Problems.- Log-Truck Scheduling with a Tabu Search Strategy.- Nature-inspired methods.- Solving the Capacitated Multi-Facility Weber Problem by Simulated Annealing, Threshold Accepting and Genetic Algorithms.- Reviewer Assignment for Scientific Articles using Memetic Algorithms.- GRASP and Iterative Methods.- Grasp with Path-Relinking for the Tsp.- Using a Randomised Iterative Improvement Algorithm with Composite Neighbourhood Structures for the University Course Timetabling Problem.- Dynamic and Stochastic Problems.- Variable Neighborhood Search for the Probabilistic Satisfiability Problem.- The ACO/F-Race Algorithm for Combinatorial Optimization Under Uncertainty.- Adaptive Control of Genetic Parameters for Dynamic Combinatorial Problems.- A Memetic Algorithm for Dynamic Location Problems.- A Study of Canonical GAs for NSOPs.- Particle Swarm Optimization and Sequential Sampling in Noisy Environments.- Distributed and Parallel Algorithms.- Embedding a Chained Lin-Kernighan Algorithm into a Distributed Algorithm.- Exploring Grid Implementations of Parallel Cooperative Metaheuristics.- Algorithm Tuning, Algorithm Design and Software Tools.- Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems.- Distance Measures and Fitness-Distance Analysis for the Capacitated Vehicle Routing Problem.- Tuning Tabu Search Strategies Via Visual Diagnosis.- Solving Vehicle Routing Using IOPT. 

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Produktdetails

Medium: Buch
Format: Gebunden
Seiten: 424
Sprache: Englisch
Erschienen: August 2007
Auflage: 2007
Maße: 209 x 132 mm
Gewicht: 546 g
ISBN-10: 0387719199
ISBN-13: 9780387719191
Verlagsbestell-Nr.: 11531098

Bestell-Nr.: 3422674 
Libri-Verkaufsrang (LVR):
Libri-Relevanz: 0 (max 9.999)
Bestell-Nr. Verlag: 11531098

LIBRI: 6359035
LIBRI-EK*: 82.49 € (25.00%)
LIBRI-VK: 117,69 €
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KNO: 22660017
KNO-EK*: 64.47 € (25.00%)
KNO-VK: 117,69 €
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KNO-SAMMLUNG: Operations Research/Computer Science Interfaces Series Vol.39
P_ABB: 66 schw.-w. Abb., 92 schw.-w. Tabellen
KNOABBVERMERK: 2007. xiv, 410 S. 66 SW-Abb., 92 Tabellen. 235 mm
KNOMITARBEITER: Herausgeber: Greistorfer, Peter, Hartl, Richard F., Gutjahr, Walter, Gendreau, Michel, Doerner, Karl F.
Einband: Gebunden
Auflage: 2007
Sprache: Englisch
Beilage(n): HC runder Rücken kaschiert

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