Efstratios N. Pistikopoulos - Multi-parametric Optimization and Control

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R
ecent developments in multi-parametric optimization and control
Multi-Parametric Optimization and Control 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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Multi‐parametric Optimization and Control

Efstratios N. Pistikopoulos

Nikolaos A. Diangelakis

Richard Oberdieck

This edition first published 2021 2021 John Wiley Sons Inc All rights - фото 15

This edition first published 2021

© 2021 John Wiley & Sons, Inc.

All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions.

The right of Efstratios N. Pistikopoulos, Nikolaos A. Diangelakis, and Richard Oberdieck to be identified as the authors of the editorial material in this work has been asserted in accordance with law.

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Library of Congress Cataloging‐in‐Publication Data

Names: Pistikopoulos, Efstratios N., author.

Title: Multi‐parametric optimization and control / Efstratios N.

Pistikopoulos, Nikolaos A. Diangelakis, Richard Oberdieck.

Description: First edition. | Hoboken, NJ : Wiley, 2021. | Series: Wiley

series in operations research and management science | Includes

bibliographical references and index.

Identifiers: LCCN 2020024011 (print) | LCCN 2020024012 (ebook) | ISBN

9781119265184 (hardback) | ISBN 9781119265153 (adobe pdf) | ISBN

9781119265191 (epub)

Subjects: LCSH: Mathematical optimization–Computer programs.

Classification: LCC QA402.5 .P558 2021 (print) | LCC QA402.5 (ebook) |

DDC 519.7–dc23

LC record available at https://lccn.loc.gov/2020024011

LC ebook record available at https://lccn.loc.gov/2020024012

Cover Design: Wiley

Cover Image: Courtesy of Professor Pistikopoulos'research group

To the Memory and Legacy of Professor Christodoulos A. Floudas

Short Bios of the Authors

Efstratios N. Pistikopoulos

Professor Pistikopoulosis the Director of the Texas A&M Energy Institute and a TEES Eminent Professor in the Artie McFerrin Department of Chemical Engineering at Texas A&M University. He was a Professor of Chemical Engineering at Imperial College London, UK (1991–2015), and the Director of its Centre for Process Systems Engineering (2002–2009). He holds a PhD degree from Carnegie Mellon University and he worked with Shell Chemicals in Amsterdam before joining Imperial. He has authored or co‐authored over 500 major research publications in the areas of modeling, control and optimization of process, and energy and systems engineering applications, 12 books, and 2 patents. He is a co‐founder of Process Systems Enterprise (PSE) Ltd., a Fellow of AIChE and IChemE and the current Editor‐in‐Chief of Computers & Chemical Engineering. In 2007, he was a co‐recipient of the prestigious MacRobert Award from the Royal Academy of Engineering. In 2012, he was the recipient of the Computing in Chemical Engineering Award of CAST/AIChE. He received the title of Doctor Honoris Causa from the University Politehnica of Bucharest in 2014, and from the University of Pannonia in 2015. In 2013, he was elected Fellow of the Royal Academy of Engineering in the United Kingdom.

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