Process Systems Engineering: Volume 1: Multi-Parametric Programming

Description

TThis first book to cover all aspects of multi-parametric programming and its applications in process systems engineering includes theoretical developments and algorithms in multi-parametric programming with applications from the manufacturing sector and energy and environment analysis. The volume thus reflects the importance of fundamental research in multi-parametric programming applications, developing mechanisms for the transfer of the new technology to industrial problems. Since the topic applies to a wide range of process systems, as well as due to the interdisciplinary expertise required to solve the challenge, this reference will find a broad readership.
Inspired by the leading authority in the field, the Centre for Process Systems Engineering at Imperial College London.
 

Table of Contents

PART I: THEORY AND ALGORITHMS
Multi-parametric Linear and Quadratic Programming
Multi-parametric Non-Linear Programming
Multi-parametric Mixed-Integer Linear Programming
Multi-parametric Mixed-Integer Quadratic and Non-Linear Programming
Parametric Global Optimisation
Bilevel and Multilevel Programming
Dynamic Programming
PART II: APPLICATIONS
Flexibility Analysis via Parametric Programming
Planning and Design under Uncertainty
Multi-Objective Energy and Environmental Analysis

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這是一本首次涵蓋多參數規劃及其在過程系統工程中應用的書籍，包括多參數規劃的理論發展和算法，以及在製造業、能源和環境分析等領域的應用。該書反映了多參數規劃應用中基礎研究的重要性，並開發了將新技術應用於工業問題的機制。由於該主題適用於各種過程系統，並且需要跨學科的專業知識來解決挑戰，因此這本參考書將吸引廣泛的讀者群。受到該領域的領先權威——倫敦帝國理工學院過程系統工程中心的啟發。

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