Automated Scheduling and Planning: From Theory to Practice

Automated Scheduling and Planning: From Theory to Practice

Jason A. D. Atkin (auth.), A. Sima Uyar, Ender Ozcan, Neil Urquhart (eds.)
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Solving scheduling problems has long presented a challenge for computer scientists and operations researchers. The field continues to expand as researchers and practitioners examine ever more challenging problems and develop automated methods capable of solving them. This book provides 11 case studies in automated scheduling, submitted by leading researchers from across the world. Each case study examines a challenging real-world problem by analysing the problem in detail before investigating how the problem may be solved using state of the art techniques.The areas covered include aircraft scheduling, microprocessor instruction scheduling, sports fixture scheduling, exam scheduling, personnel scheduling and production scheduling. Problem solving methodologies covered include exact as well as (meta)heuristic approaches, such as local search techniques, linear programming, genetic algorithms and ant colony optimisation.The field of automated scheduling has the potential to impact many aspects of our lives and work; this book highlights contributions to the field by world class researchers.

년:
2013
판:
1
출판사:
Springer-Verlag Berlin Heidelberg
언어:
english
페이지:
304
ISBN 10:
3642393047
ISBN 13:
9783642393044
시리즈:
Studies in Computational Intelligence 505
파일:
PDF, 5.90 MB
IPFS:
CID , CID Blake2b
english, 2013
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Pravin Lal

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