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Optimization Of Process Flowsheets Through Metaheuristic Techniques
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Book Synopsis Optimization of Process Flowsheets through Metaheuristic Techniques by : José María Ponce-Ortega
Download or read book Optimization of Process Flowsheets through Metaheuristic Techniques written by José María Ponce-Ortega and published by Springer. This book was released on 2018-07-19 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook presents a general multi-objective optimization framework for optimizing chemical processes by implementing a link between process simulators and metaheuristic techniques. The proposed approach is general and shows how to implement links between different process simulators such as Aspen Plus®, HYSIS®, Super Pro Designer® linked to a variety of metaheuristic techniques implemented in Matlab®, Excel®, C++, and others, eliminating the numerical complications through the optimization process. Furthermore, the proposed framework allows the use of thermodynamic, design and constitutive equations implemented in the process simulator to implement any process. Aimed at graduate and undergraduate students, it presents introductory chapters for process simulators and metaheuristic optimization techniques and provides several worked exercises as well as proposed exercises. In addition, accompanying tutorial videos clearly explaining the implemented methodologies are available online. Also, some Matlab® routines are included as electronic supporting material.
Book Synopsis Introduction to Software for Chemical Engineers, Second Edition by : Mariano Martín Martín
Download or read book Introduction to Software for Chemical Engineers, Second Edition written by Mariano Martín Martín and published by CRC Press. This book was released on 2019-06-06 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of Chemical Engineering and its link to computer science is in constant evolution and new engineers have a variety of tools at their disposal to tackle their everyday problems. Introduction to Software for Chemical Engineers, Second Edition provides a quick guide to the use of various computer packages for chemical engineering applications. It covers a range of software applications from Excel and general mathematical packages such as MATLAB and MathCAD to process simulators, CHEMCAD and ASPEN, equation-based modeling languages, gProms, optimization software such as GAMS and AIMS, and specialized software like CFD or DEM codes. The different packages are introduced and applied to solve typical problems in fluid mechanics, heat and mass transfer, mass and energy balances, unit operations, reactor engineering, process and equipment design and control. This new edition offers a wider view of packages including open source software such as R, Python and Julia. It also includes complete examples in ASPEN Plus, adds ANSYS Fluent to CFD codes, Lingo to the optimization packages, and discusses Engineering Equation Solver. It offers a global idea of the capabilities of the software used in the chemical engineering field and provides examples for solving real-world problems. Written by leading experts, this book is a must-have reference for chemical engineers looking to grow in their careers through the use of new and improving computer software. Its user-friendly approach to simulation and optimization as well as its example-based presentation of the software, makes it a perfect teaching tool for both undergraduate and master levels.
Book Synopsis Improved Methods for Optimization of Chemical Process Flowsheets by : Mark Hoza
Download or read book Improved Methods for Optimization of Chemical Process Flowsheets written by Mark Hoza and published by . This book was released on 1987 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Engineering Principles of Unit Operations in Food Processing by : Seid Mahdi Jafari
Download or read book Engineering Principles of Unit Operations in Food Processing written by Seid Mahdi Jafari and published by Woodhead Publishing. This book was released on 2021-06-22 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering Principles of Unit Operations in Food Processing, volume 1 in the Woodhead Publishing Series, In Unit Operations and Processing Equipment in the Food Industry series, presents basic principles of food engineering with an emphasis on unit operations, such as heat transfer, mass transfer and fluid mechanics. - Brings new opportunities in the optimization of food processing operations - Thoroughly explores applications of food engineering to food processes - Focuses on unit operations from an engineering viewpoint
Book Synopsis A Robust Technique for Process Flowsheet Optimization Using Simplified Model Approximations by : Natarajan Ganesh
Download or read book A Robust Technique for Process Flowsheet Optimization Using Simplified Model Approximations written by Natarajan Ganesh and published by . This book was released on 1987 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper we develop a framework that incorporates simplified models into an optimization algorithm and guarantees convergence to the rigorous model optimum. Here rigorous process models are evaluated only when necessary to insure progress toward the optimal solution. A theoretical justification of the algorithm is presented and several process examples are solved to demonstrate the effectiveness of this approach."
Book Synopsis Meta-heuristic Optimization Techniques by : Anuj Kumar
Download or read book Meta-heuristic Optimization Techniques written by Anuj Kumar and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-01-19 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offer a thorough overview of the most popular and researched meta-heuristic optimization techniques and nature inspired algorithms. Their wide applicability makes them a hot research topic and an efficient tool for the solution of complex optimization problems in various field of sciences, engineering and in numerous industries.
Book Synopsis Optimization in Engineering Sciences by : Dan Stefanoiu
Download or read book Optimization in Engineering Sciences written by Dan Stefanoiu and published by John Wiley & Sons. This book was released on 2014-12-03 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to present the main metaheuristics and approximate and stochastic methods for optimization of complex systems in Engineering Sciences. It has been written within the framework of the European Union project ERRIC (Empowering Romanian Research on Intelligent Information Technologies), which is funded by the EU’s FP7 Research Potential program and has been developed in co-operation between French and Romanian teaching researchers. Through the principles of various proposed algorithms (with additional references) this book allows the reader to explore various methods of implementation such as metaheuristics, local search and populationbased methods. It examines multi-objective and stochastic optimization, as well as methods and tools for computer-aided decision-making and simulation for decision-making.
Book Synopsis A Strategy for Simulation and Optimization of Process Flowsheets by : Yao-Kuei Yang
Download or read book A Strategy for Simulation and Optimization of Process Flowsheets written by Yao-Kuei Yang and published by . This book was released on 1988 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Discrete Diversity and Dispersion Maximization by : Rafael Martí
Download or read book Discrete Diversity and Dispersion Maximization written by Rafael Martí and published by Springer Nature. This book was released on 2024-01-06 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates the metaheuristic methodologies that apply to maximum diversity problems to solve them. Maximum diversity problems arise in many practical settings from facility location to social network analysis and constitute an important class of NP-hard problems in combinatorial optimization. In fact, this volume presents a “missing link” in the combinatorial optimization-related literature. In providing the basic principles and fundamental ideas of the most successful methodologies for discrete optimization, this book allows readers to create their own applications for other discrete optimization problems. Additionally, the book is designed to be useful and accessible to researchers and practitioners in management science, industrial engineering, economics, and computer science, while also extending value to non-experts in combinatorial optimization. Owed to the tutorials presented in each chapter, this book may be used in a master course, a doctoral seminar, or as supplementary to a primary text in upper undergraduate courses. The chapters are divided into three main sections. The first section describes a metaheuristic methodology in a tutorial style, offering generic descriptions that, when applied, create an implementation of the methodology for any optimization problem. The second section presents the customization of the methodology to a given diversity problem, showing how to go from theory to application in creating a heuristic. The final part of the chapters is devoted to experimentation, describing the results obtained with the heuristic when solving the diversity problem. Experiments in the book target the so-called MDPLIB set of instances as a benchmark to evaluate the performance of the methods.
Book Synopsis Optimization of Nonconvex Systems and the Synthesis of Optimum Process Flowsheets by : George Stephanopoulos
Download or read book Optimization of Nonconvex Systems and the Synthesis of Optimum Process Flowsheets written by George Stephanopoulos and published by Palala Press. This book was released on 2018-02-19 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
Author :Christodoulos A. Floudas Publisher :Springer Science & Business Media ISBN 13 :0387747583 Total Pages :4646 pages Book Rating :4.3/5 (877 download)
Book Synopsis Encyclopedia of Optimization by : Christodoulos A. Floudas
Download or read book Encyclopedia of Optimization written by Christodoulos A. Floudas and published by Springer Science & Business Media. This book was released on 2008-09-04 with total page 4646 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of the Encyclopedia of Optimization is to introduce the reader to a complete set of topics that show the spectrum of research, the richness of ideas, and the breadth of applications that has come from this field. The second edition builds on the success of the former edition with more than 150 completely new entries, designed to ensure that the reference addresses recent areas where optimization theories and techniques have advanced. Particularly heavy attention resulted in health science and transportation, with entries such as "Algorithms for Genomics", "Optimization and Radiotherapy Treatment Design", and "Crew Scheduling".
Book Synopsis Optimization of Nonconvex Systems and the Synthesis of Optimum Process Flowsheets by : George Stephanopoulos
Download or read book Optimization of Nonconvex Systems and the Synthesis of Optimum Process Flowsheets written by George Stephanopoulos and published by Palala Press. This book was released on 2015-09-09 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
Book Synopsis Process Flowsheet Optimization by : Lorenz T. Biegler
Download or read book Process Flowsheet Optimization written by Lorenz T. Biegler and published by . This book was released on 1987 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "Optimization strategies based on detailed and rigorous models of process flowsheets have been of interest to process engineers for the past 25 years. Here we review earlier optimization strategies and emphasize more recent strategies based on Successive Quadratic Programming (SQP). These strategies allow the simultaneous solution and optimization of the process model and thus lead to significant reductions in the computational effort for an optimization study. Several examples are presented to define the optimization problem and demonstrate the performance of the simultaneous strategies. Finally, some open research questions are described and future directions in process optimization are briefly discussed."
Book Synopsis 32nd European Symposium on Computer Aided Process Engineering by : Ludovic Montastruc
Download or read book 32nd European Symposium on Computer Aided Process Engineering written by Ludovic Montastruc and published by Elsevier. This book was released on 2022-06-30 with total page 1760 pages. Available in PDF, EPUB and Kindle. Book excerpt: 32nd European Symposium on Computer Aided Process Engineering: ESCAPE-32 contains the papers presented at the 32nd European Symposium of Computer Aided Process Engineering (ESCAPE) event held in Toulouse, France. It is a valuable resource for chemical engineers, chemical process engineers, researchers in industry and academia, students and consultants for chemical industries who work in process development and design. - Presents findings and discussions from the 32nd European Symposium of Computer Aided Process Engineering (ESCAPE) event
Book Synopsis Metaheuristic Search Concepts by : Günther Zäpfel
Download or read book Metaheuristic Search Concepts written by Günther Zäpfel and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: In many decision problems, e.g. from the area of production and logistics manage ment, the evaluation of alternatives and the determination of an optimal or at least suboptimal solution is an important but dif?cult task. For most such problems no ef?cient algorithm is known and classical approaches of Operations Research like Mixed Integer Linear Programming or Dynamic Pro gramming are often of limited use due to excessive computation time. Therefore, dedicated heuristic solution approaches have been developed which aim at providing good solutions in reasonable time for a given problem. However, such methods have two major drawbacks: First, they are tailored to a speci?c prob lem and their adaption to other problems is dif?cult and in many cases even impos sible. Second, they are typically designed to “build” one single solution in the most effective way, whereas most decision problems have a vast number of feasible solu tions. Hence usually the chances are high that there exist better ones. To overcome these limitations, problem independent search strategies, in particular metaheuris tics, have been proposed. This book provides an elementary step by step introduction to metaheuristics focusing on the search concepts they are based on. The ?rst part demonstrates un derlying concepts of search strategies using a simple example optimization problem.
Book Synopsis Metaheuristics for Hard Optimization by : Johann Dréo
Download or read book Metaheuristics for Hard Optimization written by Johann Dréo and published by Springer Science & Business Media. This book was released on 2006 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains case studies from engineering and operations research Includes commented literature for each chapter
Book Synopsis Synthesis of Process Flowsheets by Aggregation and Decomposition by : Mark M. Daichendt
Download or read book Synthesis of Process Flowsheets by Aggregation and Decomposition written by Mark M. Daichendt and published by . This book was released on 1992 with total page 53 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "The objective of this paper is to develop a new framework for the synthesis of process flowsheets that can address the question of how to rigorously combine preliminary screening and MINLP optimization techniques. The proposed method is based on rigorous preliminary screening using aggregated models. These are simplified, lower dimensional representations of the MINLP models and yield linear underestimations of the cost and convex overestimations of the feasible region. Thus, the objective function evaluated using aggregated models provides a rigorous lower bound to the cost of the NLP subproblem having the identical topology. A general search procedure is outlined that consists first of successively solving the aggregated model to identify solutions whose cost is below an upper bound on cost. This upper bound is determined from a base-case design, that is defined as a good, but not necessarily optimal solution to the original MINLP problem. In the second stage a reduced MINLP model is formulated that contains only the alternatives found in the preliminary screening. Application of the proposed search strategy is illustrated with the optimization of superstructures for heat exchanger networks and heat-integrated distillation columns. These examples show that the size of the superstructure can be reduced, the robustness of the solution improved, the computational efficiency enhanced, and the global optimal solution of the MINLP problem bounded."
