Applied Optimization

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Introduction to Applied Optimization

Urmila Diwekar
Introduction to Applied Optimization Book PDF

Author : Urmila Diwekar
Publisher : Springer Science & Business Media
Page : 342 pages
File Size : 49,8 Mb
Release : 2013-03-09
Category : Mathematics
ISBN : 9781475737455

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Introduction to Applied Optimization by Urmila Diwekar Pdf

This text presents a multi-disciplined view of optimization, providing students and researchers with a thorough examination of algorithms, methods, and tools from diverse areas of optimization without introducing excessive theoretical detail. This second edition includes additional topics, including global optimization and a real-world case study using important concepts from each chapter. Introduction to Applied Optimization is intended for advanced undergraduate and graduate students and will benefit scientists from diverse areas, including engineers.

Applied Optimization

Ross Baldick
Applied Optimization Book PDF

Author : Ross Baldick
Publisher : Cambridge University Press
Page : 859 pages
File Size : 49,7 Mb
Release : 2009-01-18
Category : Technology & Engineering
ISBN : 9781107394087

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Applied Optimization by Ross Baldick Pdf

The starting point in the formulation of any numerical problem is to take an intuitive idea about the problem in question and to translate it into precise mathematical language. This book provides step-by-step descriptions of how to formulate numerical problems and develops techniques for solving them. A number of engineering case studies motivate the development of efficient algorithms that involve, in some cases, transformation of the problem from its initial formulation into a more tractable form. Five general problem classes are considered: linear systems of equations, non-linear systems of equations, unconstrained optimization, equality-constrained optimization and inequality-constrained optimization. The book contains many worked examples and homework exercises and is suitable for students of engineering or operations research taking courses in optimization. Supplementary material including solutions, lecture slides and appendices are available online at www.cambridge.org/9780521855648.

Applied Optimization with MATLAB Programming

P. Venkataraman
Applied Optimization with MATLAB Programming Book PDF

Author : P. Venkataraman
Publisher : John Wiley & Sons
Page : 546 pages
File Size : 49,6 Mb
Release : 2009-03-23
Category : Technology & Engineering
ISBN : 9780470084885

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Applied Optimization with MATLAB Programming by P. Venkataraman Pdf

Technology/Engineering/Mechanical Provides all the tools needed to begin solving optimization problems using MATLAB® The Second Edition of Applied Optimization with MATLAB® Programming enables readers to harness all the features of MATLAB® to solve optimization problems using a variety of linear and nonlinear design optimization techniques. By breaking down complex mathematical concepts into simple ideas and offering plenty of easy-to-follow examples, this text is an ideal introduction to the field. Examples come from all engineering disciplines as well as science, economics, operations research, and mathematics, helping readers understand how to apply optimization techniques to solve actual problems. This Second Edition has been thoroughly revised, incorporating current optimization techniques as well as the improved MATLAB® tools. Two important new features of the text are: Introduction to the scan and zoom method, providing a simple, effective technique that works for unconstrained, constrained, and global optimization problems New chapter, Hybrid Mathematics: An Application, using examples to illustrate how optimization can develop analytical or explicit solutions to differential systems and data-fitting problems Each chapter ends with a set of problems that give readers an opportunity to put their new skills into practice. Almost all of the numerical techniques covered in the text are supported by MATLAB® code, which readers can download on the text's companion Web site www.wiley.com/go/venkat2e and use to begin solving problems on their own. This text is recommended for upper-level undergraduate and graduate students in all areas of engineering as well as other disciplines that use optimization techniques to solve design problems.

Applied Optimization and Swarm Intelligence

Eneko Osaba,Xin-She Yang
Applied Optimization and Swarm Intelligence Book PDF

Author : Eneko Osaba,Xin-She Yang
Publisher : Springer Nature
Page : 236 pages
File Size : 47,5 Mb
Release : 2021-05-17
Category : Technology & Engineering
ISBN : 9789811606625

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Applied Optimization and Swarm Intelligence by Eneko Osaba,Xin-She Yang Pdf

This book gravitates on the prominent theories and recent developments of swarm intelligence methods, and their application in both synthetic and real-world optimization problems. The special interest will be placed in those algorithmic variants where biological processes observed in nature have underpinned the core operators underlying their search mechanisms. In other words, the book centers its attention on swarm intelligence and nature-inspired methods for efficient optimization and problem solving. The content of this book unleashes a great opportunity for researchers, lecturers and practitioners interested in swarm intelligence, optimization problems and artificial intelligence.

Functional Analysis and Applied Optimization in Banach Spaces

Fabio Botelho
Functional Analysis and Applied Optimization in Banach Spaces Book PDF

Author : Fabio Botelho
Publisher : Springer
Page : 584 pages
File Size : 54,9 Mb
Release : 2014-06-12
Category : Mathematics
ISBN : 9783319060743

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Functional Analysis and Applied Optimization in Banach Spaces by Fabio Botelho Pdf

​This book introduces the basic concepts of real and functional analysis. It presents the fundamentals of the calculus of variations, convex analysis, duality, and optimization that are necessary to develop applications to physics and engineering problems. The book includes introductory and advanced concepts in measure and integration, as well as an introduction to Sobolev spaces. The problems presented are nonlinear, with non-convex variational formulation. Notably, the primal global minima may not be attained in some situations, in which cases the solution of the dual problem corresponds to an appropriate weak cluster point of minimizing sequences for the primal one. Indeed, the dual approach more readily facilitates numerical computations for some of the selected models. While intended primarily for applied mathematicians, the text will also be of interest to engineers, physicists, and other researchers in related fields.

Large-scale Optimization

Vladimir Tsurkov
Large scale Optimization Book PDF

Author : Vladimir Tsurkov
Publisher : Springer Science & Business Media
Page : 322 pages
File Size : 47,5 Mb
Release : 2013-03-09
Category : Computers
ISBN : 9781475732436

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Large-scale Optimization by Vladimir Tsurkov Pdf

Decomposition methods aim to reduce large-scale problems to simpler problems. This monograph presents selected aspects of the dimension-reduction problem. Exact and approximate aggregations of multidimensional systems are developed and from a known model of input-output balance, aggregation methods are categorized. The issues of loss of accuracy, recovery of original variables (disaggregation), and compatibility conditions are analyzed in detail. The method of iterative aggregation in large-scale problems is studied. For fixed weights, successively simpler aggregated problems are solved and the convergence of their solution to that of the original problem is analyzed. An introduction to block integer programming is considered. Duality theory, which is widely used in continuous block programming, does not work for the integer problem. A survey of alternative methods is presented and special attention is given to combined methods of decomposition. Block problems in which the coupling variables do not enter the binding constraints are studied. These models are worthwhile because they permit a decomposition with respect to primal and dual variables by two-level algorithms instead of three-level algorithms. Audience: This book is addressed to specialists in operations research, optimization, and optimal control.

Optimization and Control with Applications

Liqun Qi,Kok Lay Teo,Xiaoqi Yang
Optimization and Control with Applications Book PDF

Author : Liqun Qi,Kok Lay Teo,Xiaoqi Yang
Publisher : Springer Science & Business Media
Page : 618 pages
File Size : 54,5 Mb
Release : 2005-03-04
Category : Mathematics
ISBN : 0387242546

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Optimization and Control with Applications by Liqun Qi,Kok Lay Teo,Xiaoqi Yang Pdf

This book contains refereed papers which were presented at the 34th Workshop of the International School of Mathematics "G. Stampacchia,” the International Workshop on Optimization and Control with Applications. The book contains 28 papers that are grouped according to four broad topics: duality and optimality conditions, optimization algorithms, optimal control, and variational inequality and equilibrium problems. The specific topics covered in the individual chapters include optimal control, unconstrained and constrained optimization, complementarity and variational inequalities, equilibrium problems, semi-definite programs, semi-infinite programs, matrix functions and equations, nonsmooth optimization, generalized convexity and generalized monotinicity, and their applications. Audience This book is suitable for researchers, practitioners, and postgraduate students in optimization, operations research, and optimal control.

Digital Human Modeling and Applied Optimization

Sofia Scataglini and Sudhakar Rajulu
Digital Human Modeling and Applied Optimization Book PDF

Author : Sofia Scataglini and Sudhakar Rajulu
Publisher : AHFE International
Page : 95 pages
File Size : 48,6 Mb
Release : 2023-07-19
Category : Technology & Engineering
ISBN : 9781958651520

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Digital Human Modeling and Applied Optimization by Sofia Scataglini and Sudhakar Rajulu Pdf

Proceedings of the 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023), July 20–24, 2023, San Francisco, USA

Nature-Inspired Algorithms and Applied Optimization

Xin-She Yang
Nature Inspired Algorithms and Applied Optimization Book PDF

Author : Xin-She Yang
Publisher : Springer
Page : 330 pages
File Size : 51,9 Mb
Release : 2017-10-08
Category : Technology & Engineering
ISBN : 9783319676692

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Nature-Inspired Algorithms and Applied Optimization by Xin-She Yang Pdf

This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies as well as extensive literature reviews, and also includes self-contained chapters featuring theoretical analyses, such as convergence analysis and no-free-lunch theorems so as to provide insights into the current nature-inspired optimization algorithms. Topics include ant colony optimization, the bat algorithm, B-spline curve fitting, cuckoo search, feature selection, economic load dispatch, the firefly algorithm, the flower pollination algorithm, knapsack problem, octonian and quaternion representations, particle swarm optimization, scheduling, wireless networks, vehicle routing with time windows, and maximally different alternatives. This timely book serves as a practical guide and reference resource for students, researchers and professionals.

Applied Optimization Methods for Wireless Networks

Y. Thomas Hou,Yi Shi,Hanif D. Sherali
Applied Optimization Methods for Wireless Networks Book PDF

Author : Y. Thomas Hou,Yi Shi,Hanif D. Sherali
Publisher : Cambridge University Press
Page : 349 pages
File Size : 43,8 Mb
Release : 2014-04-10
Category : Computers
ISBN : 9781107018808

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Applied Optimization Methods for Wireless Networks by Y. Thomas Hou,Yi Shi,Hanif D. Sherali Pdf

Provides a variety of practical optimization techniques and modeling tips for solving challenging wireless networking problems. Case studies show how the techniques can be applied in practice, homework exercises are given at the end of each chapter, and PowerPoint slides are available online, together with a solutions manual for instructors.

Handbook of Research on Applied Optimization Methodologies in Manufacturing Systems

Faruk Y?lmaz, Ömer,Tüfekçí, Süleyman
Handbook of Research on Applied Optimization Methodologies in Manufacturing Systems Book PDF

Author : Faruk Y?lmaz, Ömer,Tüfekçí, Süleyman
Publisher : IGI Global
Page : 449 pages
File Size : 50,9 Mb
Release : 2017-11-30
Category : Business & Economics
ISBN : 9781522529453

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Handbook of Research on Applied Optimization Methodologies in Manufacturing Systems by Faruk Y?lmaz, Ömer,Tüfekçí, Süleyman Pdf

Today’s manufacturing systems are undergoing significant changes in the aspects of planning, production execution, and delivery. It is imperative to stay up-to-date on the latest trends in optimization to efficiently create products for the market. The Handbook of Research on Applied Optimization Methodologies in Manufacturing Systems is a pivotal reference source including the latest scholarly research on heuristic models for solving manufacturing and supply chain related problems. Featuring exhaustive coverage on a broad range of topics such as assembly ratio, car sequencing, and color constraints, this publication is ideally designed for practitioners seeking new comprehensive models for problem solving in manufacturing and supply chain management.

Applied Probability Models with Optimization Applications

Sheldon M. Ross
Applied Probability Models with Optimization Applications Book PDF

Author : Sheldon M. Ross
Publisher : Courier Corporation
Page : 224 pages
File Size : 47,5 Mb
Release : 2013-04-15
Category : Mathematics
ISBN : 9780486318646

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Applied Probability Models with Optimization Applications by Sheldon M. Ross Pdf

Concise advanced-level introduction to stochastic processes that arise in applied probability. Poisson process, renewal theory, Markov chains, Brownian motion, much more. Problems. References. Bibliography. 1970 edition.

Optimization Methods Applied to Power Systems

Francisco G. Montoya,Raúl Baños Navarro
Optimization Methods Applied to Power Systems Book PDF

Author : Francisco G. Montoya,Raúl Baños Navarro
Publisher : MDPI
Page : 382 pages
File Size : 50,6 Mb
Release : 2019-07-26
Category : Technology & Engineering
ISBN : 9783039211302

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Optimization Methods Applied to Power Systems by Francisco G. Montoya,Raúl Baños Navarro Pdf

This book presents an interesting sample of the latest advances in optimization techniques applied to electrical power engineering. It covers a variety of topics from various fields, ranging from classical optimization such as Linear and Nonlinear Programming and Integer and Mixed-Integer Programming to the most modern methods based on bio-inspired metaheuristics. The featured papers invite readers to delve further into emerging optimization techniques and their real application to case studies such as conventional and renewable energy generation, distributed generation, transport and distribution of electrical energy, electrical machines and power electronics, network optimization, intelligent systems, advances in electric mobility, etc.

Optimization Software Guide

Jorge J. More,Stephen J. Wright
Optimization Software Guide Book PDF

Author : Jorge J. More,Stephen J. Wright
Publisher : SIAM
Page : 149 pages
File Size : 54,6 Mb
Release : 1993-01-01
Category : Mathematics
ISBN : 9780898713220

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Optimization Software Guide by Jorge J. More,Stephen J. Wright Pdf

Mathematics of Computing -- Numerical Analysis.

Applying Particle Swarm Optimization

Burcu Adıgüzel Mercangöz
Applying Particle Swarm Optimization Book PDF

Author : Burcu Adıgüzel Mercangöz
Publisher : Springer Nature
Page : 355 pages
File Size : 50,8 Mb
Release : 2021-05-13
Category : Business & Economics
ISBN : 9783030702816

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Applying Particle Swarm Optimization by Burcu Adıgüzel Mercangöz Pdf

This book explains the theoretical structure of particle swarm optimization (PSO) and focuses on the application of PSO to portfolio optimization problems. The general goal of portfolio optimization is to find a solution that provides the highest expected return at each level of portfolio risk. According to H. Markowitz’s portfolio selection theory, as new assets are added to an investment portfolio, the total risk of the portfolio’s decreases depending on the correlations of asset returns, while the expected return on the portfolio represents the weighted average of the expected returns for each asset. The book explains PSO in detail and demonstrates how to implement Markowitz’s portfolio optimization approach using PSO. In addition, it expands on the Markowitz model and seeks to improve the solution-finding process with the aid of various algorithms. In short, the book provides researchers, teachers, engineers, managers and practitioners with many tools they need to apply the PSO technique to portfolio optimization.