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This book provides a theoretical and application oriented analysis of deterministic scheduling problems arising in computer and manufacturing environments. In such systems processors (machines) and possibly other resources are to be allocated among tasks in such a way that certain scheduling objectives are met. Various scheduling problems are discussed where different problem parameters such as task processing times, urgency weights, arrival times, deadlines, precedence constraints, and processor speed factor are involved. Polynomial and exponential time optimization algorithms as well as approximation and heuristic approaches (including tabu search, simulated annealing, genetic algorithms, and ejection chains) are presented and discussed. Moreover, resource-constrained, imprecise computation, flexible flow shop and dynamic job shop scheduling, as well as flexible manufacturing systems, are considered.
This book provides a theoretical and application-oriented analysis
of deterministic scheduling problems in advanced planning and
computer systems. The text examines scheduling problems across a
range of parameters: job priority, release times, due dates,
processing times, precedence constraints, resource usage and more,
focusing on such topics as computer systems and supply chain
management. Discussion includes single and parallel processors,
flexible shops and manufacturing systems, and resource-constrained
project scheduling. Many applications from industry and service
operations management and case studies are described. The handbook
will be useful to a broad audience, from researchers to
practitioners, graduate and advanced undergraduate students.
This book provides a theoretical and application-oriented analysis
of deterministic scheduling problems in advanced planning and
computer systems. The text examines scheduling problems across a
range of parameters: job priority, release times, due dates,
processing times, precedence constraints, resource usage and more,
focusing on such topics as computer systems and supply chain
management. Discussion includes single and parallel processors,
flexible shops and manufacturing systems, and resource-constrained
project scheduling. Many applications from industry and service
operations management and case studies are described. The handbook
will be useful to a broad audience, from researchers to
practitioners, graduate and advanced undergraduate students.
A theoretical and application-oriented analysis of deterministic
scheduling problems arising in computer and manufacturing
environments. The important classical results are surveyed with
particular attention paid to single-processor scheduling, along
with general models such as resource-constrained scheduling,
flexible flow shops, dynamic job shops, and special flexible
manufacturing systems. Polynomial and exponential-time optimization
algorithms as well as approximation and heuristic ones are
presented using a Pascal-like notation, before being discussed in
the light of particular problems. Basic concepts from scheduling
theory and related fields are described to assist less advanced
readers.
Written in a clear and concise manner this book provides a
theoretical and application oriented analysis of deterministic
scheduling problems arising in computer and manufacturing
environments. Various scheduling problems are discussed where
different problem parameters such as task processing times, urgency
weights, arrival times, deadlines, precedence constraints, and
processor speed factor are involved. Polynomial and exponential
time optimization algorithms as well as approximation and heuristic
approaches are presented and discussed. Moreover,
resource-constrained, imprecise computation, flexible flow shop and
dynamic job shop scheduling, as well as flexible manufacturing
systems, are considered. An excellent analysis based on real-world
applications with plenty of examples.
This book provides a theoretical and application-oriented
analysis of deterministic scheduling problems in advanced planning
and computer systems. The text examines scheduling problems across
a range of parameters: job priority, release times, due dates,
processing times, precedence constraints, resource usage and more,
focusing on such topics as computer systems and supply chain
management. Discussion includes single and parallel processors,
flexible shops and manufacturing systems, and resource-constrained
project scheduling. Many applications from industry and service
operations management and case studies are described. The handbook
will be useful to a broad audience, from researchers to
practitioners, graduate and advanced undergraduate students.
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