Advances And Trends In Optimization With Engineering Applications

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Advances and Trends in Optimization with Engineering Applications

Tamas Terlaky,Miguel F. Anjos,Shabbir Ahmed
Advances and Trends in Optimization with Engineering Applications Book PDF

Author : Tamas Terlaky,Miguel F. Anjos,Shabbir Ahmed
Publisher : SIAM
Page : 730 pages
File Size : 47,9 Mb
Release : 2017-04-26
Category : Mathematics
ISBN : 9781611974676

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Advances and Trends in Optimization with Engineering Applications by Tamas Terlaky,Miguel F. Anjos,Shabbir Ahmed Pdf

Optimization is of critical importance in engineering. Engineers constantly strive for the best possible solutions, the most economical use of limited resources, and the greatest efficiency. As system complexity increases, these goals mandate the use of state-of-the-art optimization techniques. In recent years, the theory and methodology of optimization have seen revolutionary improvements. Moreover, the exponential growth in computational power, along with the availability of multicore computing with virtually unlimited memory and storage capacity, has fundamentally changed what engineers can do to optimize their designs. This is a two-way process: engineers benefit from developments in optimization methodology, and challenging new classes of optimization problems arise from novel engineering applications. Advances and Trends in Optimization with Engineering Applications reviews 10 major areas of optimization and related engineering applications, providing a broad summary of state-of-the-art optimization techniques most important to engineering practice. Each part provides a clear overview of a specific area and discusses a range of real-world problems. The book provides a solid foundation for engineers and mathematical optimizers alike who want to understand the importance of optimization methods to engineering and the capabilities of these methods.

Advances and Trends in Optimization with Engineering Applications

TamØs Terlaky,Miguel F. Anjos,Shabbir Ahmed
Advances and Trends in Optimization with Engineering Applications Book PDF

Author : TamØs Terlaky,Miguel F. Anjos,Shabbir Ahmed
Publisher : SIAM
Page : 696 pages
File Size : 49,8 Mb
Release : 2017-04-26
Category : Mathematics
ISBN : 9781611974683

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Advances and Trends in Optimization with Engineering Applications by TamØs Terlaky,Miguel F. Anjos,Shabbir Ahmed Pdf

Optimization is of critical importance in engineering. Engineers constantly strive for the best possible solutions, the most economical use of limited resources, and the greatest efficiency. As system complexity increases, these goals mandate the use of state-of-the-art optimization techniques. In recent years, the theory and methodology of optimization have seen revolutionary improvements. Moreover, the exponential growth in computational power, along with the availability of multicore computing with virtually unlimited memory and storage capacity, has fundamentally changed what engineers can do to optimize their designs. This is a two-way process: engineers benefit from developments in optimization methodology, and challenging new classes of optimization problems arise from novel engineering applications. Advances and Trends in Optimization with Engineering Applications reviews 10 major areas of optimization and related engineering applications, providing a broad summary of state-of-the-art optimization techniques most important to engineering practice. Each part provides a clear overview of a specific area and discusses a range of real-world problems. The book provides a solid foundation for engineers and mathematical optimizers alike who want to understand the importance of optimization methods to engineering and the capabilities of these methods.

Recent Advances in Optimization and its Applications in Engineering

Moritz Diehl,Francois Glineur,Elias Jarlebring,Wim Michiels
Recent Advances in Optimization and its Applications in Engineering Book PDF

Author : Moritz Diehl,Francois Glineur,Elias Jarlebring,Wim Michiels
Publisher : Springer Science & Business Media
Page : 535 pages
File Size : 40,8 Mb
Release : 2010-09-21
Category : Technology & Engineering
ISBN : 9783642125980

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Recent Advances in Optimization and its Applications in Engineering by Moritz Diehl,Francois Glineur,Elias Jarlebring,Wim Michiels Pdf

Mathematical optimization encompasses both a rich and rapidly evolving body of fundamental theory, and a variety of exciting applications in science and engineering. The present book contains a careful selection of articles on recent advances in optimization theory, numerical methods, and their applications in engineering. It features in particular new methods and applications in the fields of optimal control, PDE-constrained optimization, nonlinear optimization, and convex optimization. The authors of this volume took part in the 14th Belgian-French-German Conference on Optimization (BFG09) organized in Leuven, Belgium, on September 14-18, 2009. The volume contains a selection of reviewed articles contributed by the conference speakers as well as three survey articles by plenary speakers and two papers authored by the winners of the best talk and best poster prizes awarded at BFG09. Researchers and graduate students in applied mathematics, computer science, and many branches of engineering will find in this book an interesting and useful collection of recent ideas on the methods and applications of optimization.

Advances in Visualization and Optimization Techniques for Multidisciplinary Research

Dean Vucinic,Fabiana Rodrigues Leta,Sheeja Janardhanan
Advances in Visualization and Optimization Techniques for Multidisciplinary Research Book PDF

Author : Dean Vucinic,Fabiana Rodrigues Leta,Sheeja Janardhanan
Publisher : Springer Nature
Page : 356 pages
File Size : 53,8 Mb
Release : 2019-09-27
Category : Technology & Engineering
ISBN : 9789811398063

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Advances in Visualization and Optimization Techniques for Multidisciplinary Research by Dean Vucinic,Fabiana Rodrigues Leta,Sheeja Janardhanan Pdf

This volume presents several multidisciplinary approaches to the visual representation of data acquired from experiments. As an expansion of these approaches, it is also possible to include data examination generated by mathematical-physical modeling. Imaging Systems encompass any subject related to digital images, from fundamental requirements for a correct image acquisition to computational algorithms that make it possible to obtain relevant information for image analysis. In this context, the book presents selected contributions of a special session at the Conference on Advanced Computational Engineering and Experimenting (ACE-X) 2016.

Optimization Techniques in Engineering

Anita Khosla,Prasenjit Chatterjee,Ikbal Ali,Dheeraj Joshi
Optimization Techniques in Engineering Book PDF

Author : Anita Khosla,Prasenjit Chatterjee,Ikbal Ali,Dheeraj Joshi
Publisher : John Wiley & Sons
Page : 548 pages
File Size : 41,7 Mb
Release : 2023-04-26
Category : Computers
ISBN : 9781119906377

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Optimization Techniques in Engineering by Anita Khosla,Prasenjit Chatterjee,Ikbal Ali,Dheeraj Joshi Pdf

OPTIMIZATION TECHNIQUES IN ENGINEERING The book describes the basic components of an optimization problem along with the formulation of design problems as mathematical programming problems using an objective function that expresses the main aim of the model, and how it is to be either minimized or maximized; subsequently, the concept of optimization and its relevance towards an optimal solution in engineering applications, is explained. This book aims to present some of the recent developments in the area of optimization theory, methods, and applications in engineering. It focuses on the metaphor of the inspired system and how to configure and apply the various algorithms. The book comprises 30 chapters and is organized into two parts: Part I — Soft Computing and Evolutionary-Based Optimization; and Part II — Decision Science and Simulation-Based Optimization, which contains application-based chapters. Readers and users will find in the book: An overview and brief background of optimization methods which are used very popularly in almost all applications of science, engineering, technology, and mathematics; An in-depth treatment of contributions to optimal learning and optimizing engineering systems; Maps out the relations between optimization and other mathematical topics and disciplines; A problem-solving approach and a large number of illustrative examples, leading to a step-by-step formulation and solving of optimization problems. Audience Researchers, industry professionals, academicians, and doctoral scholars in major domains of engineering, production, thermal, electrical, industrial, materials, design, computer engineering, and natural sciences. The book is also suitable for researchers and postgraduate students in mathematics, applied mathematics, and industrial mathematics.

Advances in Structural Engineering—Optimization

Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel
Advances in Structural Engineering Optimization Book PDF

Author : Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel
Publisher : Springer Nature
Page : 310 pages
File Size : 52,9 Mb
Release : 2020-12-04
Category : Technology & Engineering
ISBN : 9783030618483

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Advances in Structural Engineering—Optimization by Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel Pdf

This book is an up-to-date source for computation applications of optimization, prediction via artificial intelligence methods, and evaluation of metaheuristic algorithm with different structural applications. As the current interest of researcher, metaheuristic algorithms are a high interest topic area since advance and non-optimized problems via mathematical methods are challenged by the development of advance and modified algorithms. The artificial intelligence (AI) area is also important in predicting optimum results by skipping long iterative optimization processes. The machine learning used in generation of AI models also needs optimum results of metaheuristic-based approaches. This book is a great source to researcher, graduate students, and bachelor students who gain project about structural optimization. Differently from the academic use, the chapter that emphasizes different scopes and methods can take the interest and help engineer working in design and production of structural engineering projects.

Applications of Advanced Optimization Techniques in Industrial Engineering

Abhinav Goel,Anand Chauhan,A. K. Malik
Applications of Advanced Optimization Techniques in Industrial Engineering Book PDF

Author : Abhinav Goel,Anand Chauhan,A. K. Malik
Publisher : CRC Press
Page : 232 pages
File Size : 42,6 Mb
Release : 2022-03-15
Category : Mathematics
ISBN : 9781000544879

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Applications of Advanced Optimization Techniques in Industrial Engineering by Abhinav Goel,Anand Chauhan,A. K. Malik Pdf

This book provides different approaches used to analyze, draw attention, and provide an understanding of the advancements in the optimization field across the globe. It brings all of the latest methodologies, tools, and techniques related to optimization and industrial engineering into a single volume to build insights towards the latest advancements in various domains. Applications of Advanced Optimization Techniques in Industrial Engineering includes the basic concept of optimization, techniques, and applications related to industrial engineering. Concepts are introduced in a sequential way along with explanations, illustrations, and solved examples. The book goes on to explore applications of operations research and covers empirical properties of a variety of engineering disciplines. It presents network scheduling, production planning, industrial and manufacturing system issues, and their implications in the real world. The book caters to academicians, researchers, professionals in inventory analytics, business analytics, investment managers, finance firms, storage-related managers, and engineers working in engineering industries and data management fields.

Nonlinear Optimization with Engineering Applications

Michael Bartholomew-Biggs
Nonlinear Optimization with Engineering Applications Book PDF

Author : Michael Bartholomew-Biggs
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 45,6 Mb
Release : 2008-12-16
Category : Mathematics
ISBN : 9780387787237

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Nonlinear Optimization with Engineering Applications by Michael Bartholomew-Biggs Pdf

This textbook examines a broad range of problems in science and engineering, describing key numerical methods applied to real life. The case studies presented are in such areas as data fitting, vehicle route planning and optimal control, scheduling and resource allocation, sensitivity calculations and worst-case analysis. Chapters are self-contained with exercises provided at the end of most sections. Nonlinear Optimization with Engineering Applications is ideal for self-study and classroom use in engineering courses at the senior undergraduate or graduate level. The book will also appeal to postdocs and advanced researchers interested in the development and use of optimization algorithms.

Advances in Metaheuristics

Timothy Ganesan,Pandian Vasant,Irraivan Elamvazuthi
Advances in Metaheuristics Book PDF

Author : Timothy Ganesan,Pandian Vasant,Irraivan Elamvazuthi
Publisher : CRC Press
Page : 182 pages
File Size : 52,6 Mb
Release : 2016-11-28
Category : Business & Economics
ISBN : 9781315297637

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Advances in Metaheuristics by Timothy Ganesan,Pandian Vasant,Irraivan Elamvazuthi Pdf

Advances in Metaheuristics: Applications in Engineering Systems provides details on current approaches utilized in engineering optimization. It gives a comprehensive background on metaheuristic applications, focusing on main engineering sectors such as energy, process, and materials. It discusses topics such as algorithmic enhancements and performance measurement approaches, and provides insights into the implementation of metaheuristic strategies to multi-objective optimization problems. With this book, readers can learn to solve real-world engineering optimization problems effectively using the appropriate techniques from emerging fields including evolutionary and swarm intelligence, mathematical programming, and multi-objective optimization. The ten chapters of this book are divided into three parts. The first part discusses three industrial applications in the energy sector. The second focusses on process optimization and considers three engineering applications: optimization of a three-phase separator, process plant, and a pre-treatment process. The third and final part of this book covers industrial applications in material engineering, with a particular focus on sand mould-systems. It also includes discussions on the potential improvement of algorithmic characteristics via strategic algorithmic enhancements. This book helps fill the existing gap in literature on the implementation of metaheuristics in engineering applications and real-world engineering systems. It will be an important resource for engineers and decision-makers selecting and implementing metaheuristics to solve specific engineering problems.

13th International Symposium on Process SystemsEngineering – PSE 2018, July 1-5 2018

Mario R. Eden,Gavin Towler,Maria Ierapetritou
13th International Symposium on Process SystemsEngineering PSE 2018 July 1 5 2018 Book PDF

Author : Mario R. Eden,Gavin Towler,Maria Ierapetritou
Publisher : Elsevier
Page : 2602 pages
File Size : 40,6 Mb
Release : 2018-07-19
Category : Technology & Engineering
ISBN : 9780444642424

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13th International Symposium on Process SystemsEngineering – PSE 2018, July 1-5 2018 by Mario R. Eden,Gavin Towler,Maria Ierapetritou Pdf

Process Systems Engineering brings together the international community of researchers and engineers interested in computing-based methods in process engineering. This conference highlights the contributions of the PSE community towards the sustainability of modern society and is based on the 13th International Symposium on Process Systems Engineering PSE 2018 event held San Diego, CA, July 1-5 2018. The book contains contributions from academia and industry, establishing the core products of PSE, defining the new and changing scope of our results, and future challenges. Plenary and keynote lectures discuss real-world challenges (globalization, energy, environment and health) and contribute to discussions on the widening scope of PSE versus the consolidation of the core topics of PSE. Highlights how the Process Systems Engineering community contributes to the sustainability of modern society Establishes the core products of Process Systems Engineering Defines the future challenges of Process Systems Engineering

Advances in Structural Engineering-Optimization

Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel
Advances in Structural Engineering Optimization Book PDF

Author : Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel
Publisher : Unknown
Page : 0 pages
File Size : 48,8 Mb
Release : 2021
Category : Electronic
ISBN : 3030618498

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Advances in Structural Engineering-Optimization by Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel Pdf

This book is an up-to-date source for computation applications of optimization, prediction via artificial intelligence methods, and evaluation of metaheuristic algorithm with different structural applications. As the current interest of researcher, metaheuristic algorithms are a high interest topic area since advance and non-optimized problems via mathematical methods are challenged by the development of advance and modified algorithms. The artificial intelligence (AI) area is also important in predicting optimum results by skipping long iterative optimization processes. The machine learning used in generation of AI models also needs optimum results of metaheuristic-based approaches. This book is a great source to researcher, graduate students, and bachelor students who gain project about structural optimization. Differently from the academic use, the chapter that emphasizes different scopes and methods can take the interest and help engineer working in design and production of structural engineering projects.

Introduction to the Scenario Approach

Marco C. Campi,Simone Garatti
Introduction to the Scenario Approach Book PDF

Author : Marco C. Campi,Simone Garatti
Publisher : SIAM
Page : 121 pages
File Size : 42,5 Mb
Release : 2018-11-15
Category : Mathematics
ISBN : 9781611975437

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Introduction to the Scenario Approach by Marco C. Campi,Simone Garatti Pdf

This book is about making decisions driven by experience. In this context, a scenario is an observation that comes from the environment, and scenario optimization refers to optimizing decisions over a set of available scenarios. Scenario optimization can be applied across a variety of fields, including machine learning, quantitative finance, control, and identification. This concise, practical book provides readers with an easy access point to make the scenario approach understandable to nonexperts, and offers an overview of various decision frameworks in which the method can be used. It contains numerous examples and diverse applications from a broad range of domains, including systems theory, control, biomedical engineering, economics, and finance. Practitioners can find "easy-to-use recipes," while theoreticians will benefit from a rigorous treatment of the theoretical foundations of the method, making it an excellent starting point for scientists interested in doing research in this field. Introduction to the Scenario Approach will appeal to scientists working in optimization, practitioners working in myriad fields involving decision-making, and anyone interested in data-driven decision-making.

Fundamentals of Supply Chain Theory

Lawrence V. Snyder,Zuo-Jun Max Shen
Fundamentals of Supply Chain Theory Book PDF

Author : Lawrence V. Snyder,Zuo-Jun Max Shen
Publisher : John Wiley & Sons
Page : 784 pages
File Size : 43,9 Mb
Release : 2019-07-11
Category : Business & Economics
ISBN : 9781119024842

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Fundamentals of Supply Chain Theory by Lawrence V. Snyder,Zuo-Jun Max Shen Pdf

Comprehensively teaches the fundamentals of supply chain theory This book presents the methodology and foundations of supply chain management and also demonstrates how recent developments build upon classic models. The authors focus on strategic, tactical, and operational aspects of supply chain management and cover a broad range of topics from forecasting, inventory management, and facility location to transportation, process flexibility, and auctions. Key mathematical models for optimizing the design, operation, and evaluation of supply chains are presented as well as models currently emerging from the research frontier. Fundamentals of Supply Chain Theory, Second Edition contains new chapters on transportation (traveling salesman and vehicle routing problems), integrated supply chain models, and applications of supply chain theory. New sections have also been added throughout, on topics including machine learning models for forecasting, conic optimization for facility location, a multi-supplier model for supply uncertainty, and a game-theoretic analysis of auctions. The second edition also contains case studies for each chapter that illustrate the real-world implementation of the models presented. This edition also contains nearly 200 new homework problems, over 60 new worked examples, and over 140 new illustrative figures. Plentiful teaching supplements are available, including an Instructor’s Manual and PowerPoint slides, as well as MATLAB programming assignments that require students to code algorithms in an effort to provide a deeper understanding of the material. Ideal as a textbook for upper-undergraduate and graduate-level courses in supply chain management in engineering and business schools, Fundamentals of Supply Chain Theory, Second Edition will also appeal to anyone interested in quantitative approaches for studying supply chains.

Lectures on Stochastic Programming: Modeling and Theory, Third Edition

Alexander Shapiro,Darinka Dentcheva,Andrzej Ruszczyński
Lectures on Stochastic Programming Modeling and Theory Third Edition Book PDF

Author : Alexander Shapiro,Darinka Dentcheva,Andrzej Ruszczyński
Publisher : SIAM
Page : 540 pages
File Size : 45,5 Mb
Release : 2021-08-19
Category : Mathematics
ISBN : 9781611976595

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Lectures on Stochastic Programming: Modeling and Theory, Third Edition by Alexander Shapiro,Darinka Dentcheva,Andrzej Ruszczyński Pdf

An accessible and rigorous presentation of contemporary models and ideas of stochastic programming, this book focuses on optimization problems involving uncertain parameters for which stochastic models are available. Since these problems occur in vast, diverse areas of science and engineering, there is much interest in rigorous ways of formulating, analyzing, and solving them. This substantially revised edition presents a modern theory of stochastic programming, including expanded and detailed coverage of sample complexity, risk measures, and distributionally robust optimization. It adds two new chapters that provide readers with a solid understanding of emerging topics; updates Chapter 6 to now include a detailed discussion of the interchangeability principle for risk measures; and presents new material on formulation and numerical approaches to solving periodical multistage stochastic programs. Lectures on Stochastic Programming: Modeling and Theory, Third Edition is written for researchers and graduate students working on theory and applications of optimization, with the hope that it will encourage them to apply stochastic programming models and undertake further studies of this fascinating and rapidly developing area.

Algorithms in Decision Support Systems

Vicente García-Díaz
Algorithms in Decision Support Systems Book PDF

Author : Vicente García-Díaz
Publisher : MDPI
Page : 162 pages
File Size : 55,6 Mb
Release : 2021-03-19
Category : Technology & Engineering
ISBN : 9783036505886

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Algorithms in Decision Support Systems by Vicente García-Díaz Pdf

This book aims to provide a new vision of how algorithms are the core of decision support systems (DSSs), which are increasingly important information systems that help to make decisions related to unstructured and semi-unstructured decision problems that do not have a simple solution from a human point of view. It begins with a discussion of how DSSs will be vital to improving the health of the population. The following article deals with how DSSs can be applied to improve the performance of people doing a specific task, like playing tennis. It continues with a work in which authors apply DSSs to insect pest management, together with an interactive platform for fitting data and carrying out spatial visualization. The next article improves how to reschedule trains whenever disturbances occur, together with an evaluation framework. The final works focus on different relevant areas of DSSs: 1) a comparison of ensemble and dimensionality reduction models based on an entropy criterion; 2) a radar emitter identification method based on semi-supervised and transfer learning; 3) design limitations, errors, and hazards in creating very large-scale DSSs; and 4) efficient rule generation for associative classification. We hope you enjoy all the contents in the book.