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Project Scheduling under Limited Resources : Models, Methods and Applications : LECTURE NOTES IN ECONOMICS AND MATHEMATICAL SYSTEMS - Sönke Hartmann

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Project Scheduling under Limited Resources : Models, Methods and Applications

By: Sönke Hartmann

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244 Pages

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Approaches to project scheduling under resource constraints are discussed in this book. After an overview of different models, it deals with exact and heuristic scheduling algorithms. The focus is on the development of new algorithms. Computational experiments demonstrate the efficiency of the new heuristics. Finally, it is shown how the models and methods discussed here can be applied to projects in research and development as well as market research.

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You Can Find This Book In

Non-Fiction Business & Management Operational Research Computing & I.T.Operating Systems Medicine Medicine in General Economics Management & Management Techniques Management of Specific Areas Production of Quality Control Management Engineering & Technology

Industrial Chemistry & Manufacturing Technologies Mathematics Applied Mathematics

Introduction	p. 1
Project Scheduling Models	p. 5
Basic Model: The RCPSP	p. 5
Variants and Extensions	p. 11
Relations to Packing and Cutting Problems	p. 22
Exact Multi-Mode Algorithms	p. 33
Enumeration Schemes	p. 34
Bounding Rules	p. 41
Theoretical Comparison of Schedule Enumeration	p. 48
Computational Results	p. 55
Classification of Single-Mode Heuristics	p. 61
Schedule Generation Schemes	p. 62
Priority Rule Based Heuristics	p. 65
Metaheuristic Approaches	p. 70
Other Heuristics	p. 80
Single-Mode Genetic Algorithms	p. 83
Evolution and Optimization	p. 83
Activity List Based Genetic Algorithm	p. 86
Random Key Based Genetic Algorithm	p. 91
Priority Rule Based Genetic Algorithm	p. 93
Computational Results	p. 94
Extending the Genetic Algorithm	p. 100
Evaluation of Single-Mode Heuristics	p. 115
Test Design	p. 115
Computational Results	p. 117
Multi-Mode Genetic Algorithm	p. 129
Components of the Genetic Algorithm	p. 130
Improving Schedules by Local Search	p. 135
Computational Results	p. 138
Case Studies	p. 149
Scheduling Medical Research Experiments	p. 149
Selecting Market Research Interviewers	p. 163
Conclusions	p. 177
App. A Test Instances	p. 181
Solving the MRCPSP using AMPL	p. 187
Bibliography	p. 193
List of Abbreviations	p. 209
List of Basic Notation	p. 211
List of Tables	p. 215
List of Figures	p. 217
Index	p. 219
Table of Contents provided by Blackwell. All Rights Reserved.

Project Scheduling under Limited Resources : Models, Methods and Applications

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