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Metaheuristics : Progress as Real Problem Solvers / edited by Toshihide Ibaraki, Koji Nonobe, Mutsunori Yagiura
(Operations Research/Computer Science Interfaces Series. ISSN:26985489 ; 32)

1st ed. 2005.
出版者 (New York, NY : Springer US : Imprint: Springer)
出版年 2005
本文言語 英語
大きさ XII, 414 p. 106 illus : online resource
著者標目 Ibaraki, Toshihide editor
Nonobe, Koji editor
Yagiura, Mutsunori editor
SpringerLink (Online service)
件 名 LCSH:Mathematical optimization
LCSH:Operations research
LCSH:Management science
LCSH:Artificial intelligence
LCSH:Computer science
LCSH:Mathematical models
FREE:Optimization
FREE:Operations Research and Decision Theory
FREE:Operations Research, Management Science
FREE:Artificial Intelligence
FREE:Theory of Computation
FREE:Mathematical Modeling and Industrial Mathematics
一般注記 Invited Paper -- Metaheuristic Agent Processes (MAPS) -- Tutorial Paper -- GRASP with Path-Relinking: Recent Advances and Applications -- Papers on Problem Solving -- A Tabu Search Heuristic for a University Timetabling Problem -- An Investigation of Automated Planograms Using a Simulated Annealing Based Hyper-Heuristic -- Validation and Optimization of an Elevator Simulation Model with Modern Search Heuristics -- Multi-Objective Hyper-Heuristic Approaches for Space Allocation and Timetabling -- Theory and Practice of the Minimum Shift Design Problem -- Local Search Algorithms for the Two-Dimensional Cutting Stock Problem with a Given Number of Different Patterns -- A Generic Object-Oriented Tabu Search Framework -- Bi-Objective Sequencing of Cutting Patterns -- Metaheuristics Approach for Rule Acquisition in Flexible Shop Scheduling Problems -- Predicting Colorectal Cancer Recurrence: A Hybrid Neural Networks-Based Approach -- A Constructive Genetic Approach to Point-Feature Cartographic Label Placement -- Papers on Methodologies -- Parallel Strategies for Grasp with Path-Relinking -- Speeding Up Local Search Neighborhood Evaluation for A Multi-Dimensional Knapsack Problem -- Computationally Difficult Instances for the Uncapacitated Facility Location Problem -- Consistent Neighbourhood in a Tabu Search -- Constraint Oriented Neighbourhoods — A New Search Strategy in Metaheuristics
Metaheuristics: Progress as Real Problem Solvers is a peer-reviewed volume of eighteen current, cutting-edge papers by leading researchers in the field. Included are an invited paper by F. Glover and G. Kochenberger, which discusses the concept of Metaheuristic agent processes, and a tutorial paper by M.G.C. Resende and C.C. Ribeiro discussing GRASP with path-relinking. Other papers discuss problem-solving approaches to timetabling, automated planograms, elevators, space allocation, shift design, cutting stock, flexible shop scheduling, colorectal cancer and cartography. A final group of methodology papers clarify various aspects of Metaheuristics from the computational view point
HTTP:URL=https://doi.org/10.1007/b107306
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分 類 LCC:QA402.5-402.6
DC23:519.6
書誌ID 4000134347
ISBN 9780387253831

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