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Empirical Analysis of Various Multi-Dimensional Knapsack Heuristics
Published by BiblioScholar 2012-10-26, 2012
ISBN 10: 1286861543 ISBN 13: 9781286861547
Language: English
Paperback. Condition: New.
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
Published by BiblioScholar 2012-11-16, 2012
ISBN 10: 1288307969 ISBN 13: 9781288307968
Language: English
Paperback. Condition: New.
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Empirical Analysis of Various Multi-Dimensional Knapsack Heuristics
Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
£ 57.71
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Add to basketCondition: New. pp. 258.
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
£ 54.47
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Add to basketCondition: New. KlappentextrnrnThe multidimensional knapsack problem (MKP) has been used to model a variety of practical optimization and decision-making applications. Due to its combinatorial nature, heuristics are often employed to quickly find good solutions.
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£ 54.47
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Add to basketCondition: New. KlappentextrnrnSince the multidimensional knapsack problems are NP-hard problems, the exact solutions of knapsack problems often need excessive computing time and storage space. Thus, heuristic approaches are more practical for multidimensional .
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
Published by Creative Media Partners, LLC Nov 2012, 2012
ISBN 10: 1288307969 ISBN 13: 9781288307968
Language: English
£ 71.42
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Add to basketTaschenbuch. Condition: Neu. Neuware - The multidimensional knapsack problem (MKP) has been used to model a variety of practical optimization and decision-making applications. Due to its combinatorial nature, heuristics are often employed to quickly find good solutions to MKPs. While there have been a variety of heuristics proposed for the MKP, and a plethora of empirical studies comparing the performance of these heuristics, little has been done to garner a deeper understanding of heuristic performance as a function of problem structure. This dissertation presents a research methodology, empirical and theoretical results explicitly aimed at gaining a deeper understanding of heuristic procedural performance as a function of test problem characteristics. This work first employs an available, robust set of two-dimensional knapsack problems in an empirical study to garner performance insights. These performance insights are tested against a larger set of problems, five-dimensional knapsack problems specifically generated for empirical testing purposes. The performance insights are found to hold in the higher dimensions. These insights are used to formulate and test a suite of three new greedy heuristics for the MKP, each improving upon its successor.
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Empirical Analysis of Various Multi-Dimensional Knapsack Heuristics
Published by Creative Media Partners, LLC Okt 2012, 2012
ISBN 10: 1286861543 ISBN 13: 9781286861547
Language: English
£ 71.42
Convert currency£ 11.98 shipping from Germany to United KingdomQuantity: 2 available
Add to basketTaschenbuch. Condition: Neu. Neuware - Since the multidimensional knapsack problems are NP-hard problems, the exact solutions of knapsack problems often need excessive computing time and storage space. Thus, heuristic approaches are more practical for multidimensional knapsack problems as problems get large. This thesis presents the results of an empirical study of the performance of heuristic solution procedures based on the coefficients correlation structures and constraint slackness settings. In this thesis, the three representative greedy heuristics, Toyoda, Senju and Toyoda, and Loulou and Michaelides' methods, are studied. The purpose of this research is to explore which heuristic of the three representative greedy heuristics performs best under certain combinations of conditions between constraint slackness and correlation structures. This thesis examines three heuristics over 1120 problems which are all the two-dimensional knapsack problems (2KPs) with 100 variables created by four constraint slackness settings and 45 feasible correlation structures. Then we analyze why the best heuristic behaves as it does as a function of problem characteristics. Finally we present two new heuristics using knowledge gained in the study. When these new heuristics are competitively tested against the three representative greedy heuristics, the results show the new heuristics perform better.
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
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Empirical Analysis of Various MultiDimensional Knapsack Heuristics
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Add to basketPAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
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Add to basketPAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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Add to basketPAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
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Add to basketPaperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 498.
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Empirical Analysis of Various Multi-Dimensional Knapsack Heuristics
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
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Add to basketPaperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 216.
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
Condition: New. Print on Demand pp. 258.
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Developing New Multidimensional Knapsack Heuristics Based on Empirical Analysis of Legacy Heuristics
£ 62.68
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Add to basketCondition: New. PRINT ON DEMAND pp. 258.
