| Description |
1 online resource (x, 221 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 4638 |
|
LNCS sublibrary. SL 1, Theoretical computer science and general issues |
|
Lecture notes in computer science ; 4638. 0302-9743
|
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
|
| Contents |
The Importance of Being Careful -- The Importance of Being Careful -- Designing and Tuning SLS Through Animation and Graphics: An Extended Walk-Through -- Implementation Effort and Performance -- Tuning the Performance of the MMAS Heuristic -- Comparing Variants of MMAS ACO Algorithms on Pseudo-Boolean Functions -- EasyAnalyzer: An Object-Oriented Framework for the Experimental Analysis of Stochastic Local Search Algorithms -- Mixed Models for the Analysis of Local Search Components -- An Algorithm Portfolio for the Sub-graph Isomorphism Problem -- A Path Relinking Approach for the Multi-Resource Generalized Quadratic Assignment Problem -- A Practical Solution Using Simulated Annealing for General Routing Problems with Nodes, Edges, and Arcs -- Probabilistic Beam Search for the Longest Common Subsequence Problem -- A Bidirectional Greedy Heuristic for the Subspace Selection Problem -- Short Papers -- EasySyn++: A Tool for Automatic Synthesis of Stochastic Local Search Algorithms -- Human-Guided Enhancement of a Stochastic Local Search: Visualization and Adjustment of 3D Pheromone -- Solving a Bi-objective Vehicle Routing Problem by Pareto-Ant Colony Optimization -- A Set Covering Approach for the Pickup and Delivery Problem with General Constraints on Each Route -- A Study of Neighborhood Structures for the Multiple Depot Vehicle Scheduling Problem -- Local Search in Complex Scheduling Problems -- A Multi-sphere Scheme for 2D and 3D Packing Problems -- Formulation Space Search for Circle Packing Problems -- Simple Metaheuristics Using the Simplex Algorithm for Non-linear Programming |
| Summary |
Annotation This book constitutes the refereed proceedings of the International Workshop on Engineering Stochastic Local Search Algorithms 2007, held in Brussels, Belgium, September 6-8, 2007. The 12 revised full papers presented together with 9 short papers were carefully reviewed and selected from more than 50 submissions. The topics include Methodological developments, behavior of SLS algorithms, search space analysis, algorithm performance, tuning procedures, AI/OR techniques and dynamic behaviour |
| Analysis |
algoritmen |
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algorithms |
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computeranalyse |
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computer analysis |
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gegevensverwerking |
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data processing |
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informatieontsluiting |
|
information retrieval |
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informatieopslag |
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information storage |
|
waarschijnlijkheid |
|
probability |
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statistiek |
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statistics |
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computerwetenschappen |
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computer sciences |
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datamining |
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data mining |
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gegevensstructuren |
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data structures |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| In |
Springer e-books |
| Subject |
Computer algorithms -- Congresses
|
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Electronic information resource searching -- Congresses
|
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Search theory -- Congresses
|
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Heuristic programming -- Congresses
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Stochastic programming -- Congresses
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Informatique.
|
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Computer algorithms
|
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Electronic information resource searching
|
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Heuristic programming
|
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Search theory
|
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Stochastic programming
|
| Genre/Form |
proceedings (reports)
|
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Stützle, Thomas.
|
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Birattari, Mauro.
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Hoos, Holger H.
|
| ISBN |
9783540744467 |
|
3540744460 |
|
3540744452 |
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9783540744450 |
|
