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This book presents models and algorithms for complex scheduling
problems. Besides resource-constrained project scheduling problems
with applications also job-shop problems with flexible machines,
transportation or limited buffers are discussed. Discrete
optimization methods like linear and integer programming,
constraint propagation techniques, shortest path and network flow
algorithms, branch-and-bound methods, local search and genetic
algorithms, and dynamic programming are presented. They are used in
exact or heuristic procedures to solve the introduced complex
scheduling problems. Furthermore, methods for calculating lower
bounds are described. Most algorithms are formulated in detail and
illustrated with examples. In this second edition some errors were
corrected, some parts were explained in more detail, and new
material has been added. In particular, further generalizations of
the RCPSP, additional practical applications and some more
algorithms were integrated.
This book presents models and algorithms for complex scheduling
problems. Besides resource-constrained project scheduling problems
with applications also job-shop problems with flexible machines,
transportation or limited buffers are discussed. Discrete
optimization methods like linear and integer programming,
constraint propagation techniques, shortest path and network flow
algorithms, branch-and-bound methods, local search and genetic
algorithms, and dynamic programming are presented. They are used in
exact or heuristic procedures to solve the introduced complex
scheduling problems. Furthermore, methods for calculating lower
bounds are described. Most algorithms are formulated in detail and
illustrated with examples. In this second edition some errors were
corrected, some parts were explained in more detail, and new
material has been added. In particular, further generalizations of
the RCPSP, additional practical applications and some more
algorithms were integrated.
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