<p><p><p><p>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 1
Automated Scheduling and Planning: From Theory to Practice
β Scribed by Jason A. D. Atkin (auth.), A. Sima Uyar, Ender Ozcan, Neil Urquhart (eds.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 2013
- Tongue
- English
- Leaves
- 311
- Series
- Studies in Computational Intelligence 505
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
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.
β¦ Table of Contents
Front Matter....Pages 1-13
Airport Airside Optimisation Problems....Pages 1-37
Instruction Scheduling in Microprocessors....Pages 39-60
Sports Scheduling: Minimizing Travel for English Football Supporters....Pages 61-90
Educational Timetabling....Pages 91-108
Automated Shift Design and Break Scheduling....Pages 109-127
Nurse Rostering: A Complex Example of Personnel Scheduling with Perspectives....Pages 129-153
Radiotherapy Scheduling....Pages 155-189
Recent Advances in Evolutionary Algorithms for Job Shop Scheduling....Pages 191-224
Multi-objective Grid Scheduling....Pages 225-249
Dynamic Multi-objective Job Shop Scheduling: A Genetic Programming Approach....Pages 251-282
Dynamic Vehicle Routing: A Memetic Ant Colony Optimization Approach....Pages 283-301
Back Matter....Pages 303-303
β¦ Subjects
Computational Intelligence; Artificial Intelligence (incl. Robotics)
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