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Multi-Parametric Optimization and Control (Hardcover)
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Multi-Parametric Optimization and Control (Hardcover)
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Recent developments in multi-parametric optimization and control
Multi-Parametric Optimization and Control provides comprehensive
coverage of recent methodological developments for optimal
model-based control through parametric optimization. It also shares
real-world research applications to support deeper understanding of
the material. Researchers and practitioners can use the book as
reference. It is also suitable as a primary or a supplementary
textbook. Each chapter looks at the theories related to a topic
along with a relevant case study. Topic complexity increases
gradually as readers progress through the chapters. The first part
of the book presents an overview of the state-of-the-art
multi-parametric optimization theory and algorithms in
multi-parametric programming. The second examines the connection
between multi-parametric programming and model-predictive
control--from the linear quadratic regulator over hybrid systems to
periodic systems and robust control. The third part of the book
addresses multi-parametric optimization in process systems
engineering. A step-by-step procedure is introduced for embedding
the programming within the system engineering, which leads the
reader into the topic of the PAROC framework and software platform.
PAROC is an integrated framework and platform for the optimization
and advanced model-based control of process systems. Uses case
studies to illustrate real-world applications for a better
understanding of the concepts presented Covers the fundamentals of
optimization and model predictive control Provides information on
key topics, such as the basic sensitivity theorem, linear
programming, quadratic programming, mixed-integer linear
programming, optimal control of continuous systems, and
multi-parametric optimal control An appendix summarizes the history
of multi-parametric optimization algorithms. It also covers the use
of the parametric optimization toolbox (POP), which is
comprehensive software for efficiently solving multi-parametric
programming problems.
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