Modern Optimization Modelling Techniques

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Modern Optimization Modelling Techniques

Roberto Cominetti,Francisco Facchinei,Jean B. Lasserre
Modern Optimization Modelling Techniques Book PDF

Author : Roberto Cominetti,Francisco Facchinei,Jean B. Lasserre
Publisher : Springer Science & Business Media
Page : 265 pages
File Size : 53,7 Mb
Release : 2012-08-28
Category : Business & Economics
ISBN : 9783034802918

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Modern Optimization Modelling Techniques by Roberto Cominetti,Francisco Facchinei,Jean B. Lasserre Pdf

The theory of optimization, understood in a broad sense, is the basis of modern applied mathematics, covering a large spectrum of topics from theoretical considerations (structure, stability) to applied operational research and engineering applications. The compiled material of this book puts on display this versatility, by exhibiting the three parallel and complementary components of optimization: theory, algorithms, and practical problems. The book contains an expanded version of three series of lectures delivered by the authors at the CRM in July 2009. The first part is a self-contained course on the general moment problem and its relations with semidefinite programming. The second part is dedicated to the problem of determination of Nash equilibria from an algorithmic viewpoint. The last part presents congestion models for traffic networks and develops modern optimization techniques for finding traffic equilibria based on stochastic optimization and game theory.

Modern Optimization Techniques with Applications in Electric Power Systems

Soliman Abdel-Hady Soliman,Abdel-Aal Hassan Mantawy
Modern Optimization Techniques with Applications in Electric Power Systems Book PDF

Author : Soliman Abdel-Hady Soliman,Abdel-Aal Hassan Mantawy
Publisher : Springer Science & Business Media
Page : 430 pages
File Size : 48,5 Mb
Release : 2011-12-15
Category : Mathematics
ISBN : 9781461417521

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Modern Optimization Techniques with Applications in Electric Power Systems by Soliman Abdel-Hady Soliman,Abdel-Aal Hassan Mantawy Pdf

This book presents the application of some AI related optimization techniques in the operation and control of electric power systems. With practical applications and examples the use of functional analysis, simulated annealing, Tabu-search, Genetic algorithms and fuzzy systems for the optimization of power systems is discussed in detail. Preliminary mathematical concepts are presented before moving to more advanced material. Researchers and graduate students will benefit from this book. Engineers working in utility companies, operations and control, and resource management will also find this book useful. ​

Modern Optimization Methods for Science, Engineering and Technology

G. R. Sinha
Modern Optimization Methods for Science Engineering and Technology Book PDF

Author : G. R. Sinha
Publisher : Unknown
Page : 0 pages
File Size : 55,8 Mb
Release : 2019
Category : Electronic books
ISBN : 075032404X

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Modern Optimization Methods for Science, Engineering and Technology by G. R. Sinha Pdf

Achieving a better solution or improving the performance of existing system design is an ongoing a process for which scientists, engineers, mathematicians and researchers have been striving for many years. Ever increasingly practical and robust methods have been developed, and every new generation of computers with their increased power and speed allows for the development and wider application of new types of solutions. This book defines the fundamentals, background and theoretical concepts of optimization principles in a comprehensive manner along with their potential applications and implementation strategies. It encompasses linear programming, multivariable methods for risk assessment, nonlinear methods, ant colony optimization, particle swarm optimization, multi-criterion and topology optimization, learning classifier, case studies on six sigma, performance measures and evaluation, multi-objective optimization problems, machine learning approaches, genetic algorithms and quality of service optimizations. The book will be very useful for wide spectrum of target readers including students and researchers in academia and industry.

Optimization Models

Giuseppe C. Calafiore,Laurent El Ghaoui
Optimization Models Book PDF

Author : Giuseppe C. Calafiore,Laurent El Ghaoui
Publisher : Cambridge University Press
Page : 651 pages
File Size : 48,5 Mb
Release : 2014-10-31
Category : Business & Economics
ISBN : 9781107050877

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Optimization Models by Giuseppe C. Calafiore,Laurent El Ghaoui Pdf

This accessible textbook demonstrates how to recognize, simplify, model and solve optimization problems - and apply these principles to new projects.

Modern Optimization Techniques for Smart Grids

Adel Ali Abou El-Ela,Mohamed T. Mouwafi,Adel A. Elbaset
Modern Optimization Techniques for Smart Grids Book PDF

Author : Adel Ali Abou El-Ela,Mohamed T. Mouwafi,Adel A. Elbaset
Publisher : Springer Nature
Page : 237 pages
File Size : 48,8 Mb
Release : 2022-09-15
Category : Technology & Engineering
ISBN : 9783030960254

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Modern Optimization Techniques for Smart Grids by Adel Ali Abou El-Ela,Mohamed T. Mouwafi,Adel A. Elbaset Pdf

Modern Optimization Techniques for Smart Grids presents current research and methods for monitoring transmission systems and enhancing distribution system performance using optimization techniques considering the role of different single and multi-objective functions. The authors present in-depth information on integrated systems for smart transmission and distribution, including using smart meters such as phasor measurement units (PMUs), enhancing distribution system performance using the optimal placement of distributed generations (DGs) and/or capacitor banks, and optimal capacitor placement for power loss reduction and voltage profile improvement. The book will be a valuable reference for researchers, students, and engineers working in electrical power engineering and renewable energy systems. Predicts future development of hybrid power systems; Introduces enhanced optimization strategies; Includes MATLAB M-file codes.

Classical And Modern Optimization

Guillaume Carlier
Classical And Modern Optimization Book PDF

Author : Guillaume Carlier
Publisher : World Scientific
Page : 388 pages
File Size : 52,8 Mb
Release : 2022-03-16
Category : Mathematics
ISBN : 9781800610675

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Classical And Modern Optimization by Guillaume Carlier Pdf

The quest for the optimal is ubiquitous in nature and human behavior. The field of mathematical optimization has a long history and remains active today, particularly in the development of machine learning.Classical and Modern Optimization presents a self-contained overview of classical and modern ideas and methods in approaching optimization problems. The approach is rich and flexible enough to address smooth and non-smooth, convex and non-convex, finite or infinite-dimensional, static or dynamic situations. The first chapters of the book are devoted to the classical toolbox: topology and functional analysis, differential calculus, convex analysis and necessary conditions for differentiable constrained optimization. The remaining chapters are dedicated to more specialized topics and applications.Valuable to a wide audience, including students in mathematics, engineers, data scientists or economists, Classical and Modern Optimization contains more than 200 exercises to assist with self-study or for anyone teaching a third- or fourth-year optimization class.

Modern Heuristic Optimization Techniques

Kwang Y. Lee,Mohamed A. El-Sharkawi
Modern Heuristic Optimization Techniques Book PDF

Author : Kwang Y. Lee,Mohamed A. El-Sharkawi
Publisher : John Wiley & Sons
Page : 616 pages
File Size : 45,7 Mb
Release : 2008-01-28
Category : Technology & Engineering
ISBN : 9780470225851

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Modern Heuristic Optimization Techniques by Kwang Y. Lee,Mohamed A. El-Sharkawi Pdf

This book explores how developing solutions with heuristic tools offers two major advantages: shortened development time and more robust systems. It begins with an overview of modern heuristic techniques and goes on to cover specific applications of heuristic approaches to power system problems, such as security assessment, optimal power flow, power system scheduling and operational planning, power generation expansion planning, reactive power planning, transmission and distribution planning, network reconfiguration, power system control, and hybrid systems of heuristic methods.

Optimization Methods in Finance

Gerard Cornuejols,Reha Tütüncü
Optimization Methods in Finance Book PDF

Author : Gerard Cornuejols,Reha Tütüncü
Publisher : Cambridge University Press
Page : 358 pages
File Size : 50,5 Mb
Release : 2006-12-21
Category : Mathematics
ISBN : 0521861705

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Optimization Methods in Finance by Gerard Cornuejols,Reha Tütüncü Pdf

Optimization models play an increasingly important role in financial decisions. This is the first textbook devoted to explaining how recent advances in optimization models, methods and software can be applied to solve problems in computational finance more efficiently and accurately. Chapters discussing the theory and efficient solution methods for all major classes of optimization problems alternate with chapters illustrating their use in modeling problems of mathematical finance. The reader is guided through topics such as volatility estimation, portfolio optimization problems and constructing an index fund, using techniques such as nonlinear optimization models, quadratic programming formulations and integer programming models respectively. The book is based on Master's courses in financial engineering and comes with worked examples, exercises and case studies. It will be welcomed by applied mathematicians, operational researchers and others who work in mathematical and computational finance and who are seeking a text for self-learning or for use with courses.

Modern Optimization Methods for Decision Making Under Risk and Uncertainty

Alexei A. Gaivoronski,Pavlo S. Knopov,Volodymyr A. Zaslavskyi
Modern Optimization Methods for Decision Making Under Risk and Uncertainty Book PDF

Author : Alexei A. Gaivoronski,Pavlo S. Knopov,Volodymyr A. Zaslavskyi
Publisher : CRC Press
Page : 388 pages
File Size : 47,9 Mb
Release : 2023-10-06
Category : Computers
ISBN : 9781000983920

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Modern Optimization Methods for Decision Making Under Risk and Uncertainty by Alexei A. Gaivoronski,Pavlo S. Knopov,Volodymyr A. Zaslavskyi Pdf

The book comprises original articles on topical issues of risk theory, rational decision making, statistical decisions, and control of stochastic systems. The articles are the outcome of a series international projects involving the leading scholars in the field of modern stochastic optimization and decision making. The structure of stochastic optimization solvers is described. The solvers in general implement stochastic quasi-gradient methods for optimization and identification of complex nonlinear models. These models constitute an important methodology for finding optimal decisions under risk and uncertainty. While a large part of current approaches towards optimization under uncertainty stems from linear programming (LP) and often results in large LPs of special structure, stochastic quasi-gradient methods confront nonlinearities directly without need of linearization. This makes them an appropriate tool for solving complex nonlinear problems, concurrent optimization and simulation models, and equilibrium situations of different types, for instance, Nash or Stackelberg equilibrium situations. The solver finds the equilibrium solution when the optimization model describes the system with several actors. The solver is parallelizable, performing several simulation threads in parallel. It is capable of solving stochastic optimization problems, finding stochastic Nash equilibria, and of composite stochastic bilevel problems where each level may require the solution of stochastic optimization problem or finding Nash equilibrium. Several complex examples with applications to water resources management, energy markets, pricing of services on social networks are provided. In the case of power system, regulator makes decision on the final expansion plan, considering the strategic behavior of regulated companies and coordinating the interests of different economic entities. Such a plan can be an equilibrium − a planned decision where a company cannot increase its expected gain unilaterally.

Optimization in Industry 3

Anna Sciomachen
Optimization in Industry 3 Book PDF

Author : Anna Sciomachen
Publisher : John Wiley & Sons
Page : 256 pages
File Size : 49,6 Mb
Release : 1995
Category : Business & Economics
ISBN : UOM:39015034522311

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Optimization in Industry 3 by Anna Sciomachen Pdf

Resulting from an IBM Workshop on Industrial Optimization, this volume explores the practical value of those optimization methods which will be most beneficial to industries. Examples from a variety of industrial applications are described.

Handbook of Optimization

Ivan Zelinka,Vaclav Snasael,Ajith Abraham
Handbook of Optimization Book PDF

Author : Ivan Zelinka,Vaclav Snasael,Ajith Abraham
Publisher : Springer Science & Business Media
Page : 1088 pages
File Size : 54,8 Mb
Release : 2012-09-26
Category : Technology & Engineering
ISBN : 9783642305047

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Handbook of Optimization by Ivan Zelinka,Vaclav Snasael,Ajith Abraham Pdf

Optimization problems were and still are the focus of mathematics from antiquity to the present. Since the beginning of our civilization, the human race has had to confront numerous technological challenges, such as finding the optimal solution of various problems including control technologies, power sources construction, applications in economy, mechanical engineering and energy distribution amongst others. These examples encompass both ancient as well as modern technologies like the first electrical energy distribution network in USA etc. Some of the key principles formulated in the middle ages were done by Johannes Kepler (Problem of the wine barrels), Johan Bernoulli (brachystochrone problem), Leonhard Euler (Calculus of Variations), Lagrange (Principle multipliers), that were formulated primarily in the ancient world and are of a geometric nature. In the beginning of the modern era, works of L.V. Kantorovich and G.B. Dantzig (so-called linear programming) can be considered amongst others. This book discusses a wide spectrum of optimization methods from classical to modern, alike heuristics. Novel as well as classical techniques is also discussed in this book, including its mutual intersection. Together with many interesting chapters, a reader will also encounter various methods used for proposed optimization approaches, such as game theory and evolutionary algorithms or modelling of evolutionary algorithm dynamics like complex networks.

Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics

Vasant, Pandian
Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics Book PDF

Author : Vasant, Pandian
Publisher : IGI Global
Page : 960 pages
File Size : 44,9 Mb
Release : 2016-03-08
Category : Mathematics
ISBN : 9781466696457

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Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics by Vasant, Pandian Pdf

Modern optimization approaches have attracted many research scientists, decision makers and practicing researchers in recent years as powerful intelligent computational techniques for solving several complex real-world problems. The Handbook of Research on Modern Optimization Algorithms and Applications in Engineering and Economics highlights the latest research innovations and applications of algorithms designed for optimization applications within the fields of engineering, IT, and economics. Focusing on a variety of methods and systems as well as practical examples, this book is a significant resource for graduate-level students, decision makers, and researchers in both public and private sectors who are seeking research-based methods for modeling uncertain real-world problems. .

Modern Optimisation Techniques in Power Systems

Yong-Hua Song
Modern Optimisation Techniques in Power Systems Book PDF

Author : Yong-Hua Song
Publisher : Springer Science & Business Media
Page : 278 pages
File Size : 44,5 Mb
Release : 2013-03-14
Category : Technology & Engineering
ISBN : 9789401591898

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Modern Optimisation Techniques in Power Systems by Yong-Hua Song Pdf

The electric power industry is currently undergoing an unprecedented reform. The deregulation of electricity supply industry has introduced new opportunity for competition to reduce the cost and cut the price. It is a tremendous challenge for utilities to maintain an economical and reliable supply of electricity in such an environment. Faced by an increasingly complicated existence, power utilities need efficient tools and aids to ensure that electrical energy of the desired quality can be provided at the lowest cost. The overall objective, both for short-term and long-term operations, is then to find the best compromise between the requirements of security and economy. That is, effective tools are urgently required to solve highly constrained optimisation problems. In recent years, several major modem optimisation techniques have been applied to power systems. A large number of papers and reports have been published. In this respect, it is timely to edit a book on this topic with an aim to report the state of the art development internationally in this area.

Optimization Modelling

Ruhul Amin Sarker,Charles S. Newton
Optimization Modelling Book PDF

Author : Ruhul Amin Sarker,Charles S. Newton
Publisher : CRC Press
Page : 504 pages
File Size : 46,7 Mb
Release : 2007-10-15
Category : Business & Economics
ISBN : 9781420043112

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Optimization Modelling by Ruhul Amin Sarker,Charles S. Newton Pdf

Although a useful and important tool, the potential of mathematical modelling for decision making is often neglected. Considered an art by many and weird science by some, modelling is not as widely appreciated in problem solving and decision making as perhaps it should be. And although many operations research, management science, and optimization

Optimization Techniques and Applications with Examples

Xin-She Yang
Optimization Techniques and Applications with Examples Book PDF

Author : Xin-She Yang
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 51,5 Mb
Release : 2018-09-19
Category : Mathematics
ISBN : 9781119490548

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Optimization Techniques and Applications with Examples by Xin-She Yang Pdf

A guide to modern optimization applications and techniques in newly emerging areas spanning optimization, data science, machine intelligence, engineering, and computer sciences Optimization Techniques and Applications with Examples introduces the fundamentals of all the commonly used techniques in optimization that encompass the broadness and diversity of the methods (traditional and new) and algorithms. The author—a noted expert in the field—covers a wide range of topics including mathematical foundations, optimization formulation, optimality conditions, algorithmic complexity, linear programming, convex optimization, and integer programming. In addition, the book discusses artificial neural network, clustering and classifications, constraint-handling, queueing theory, support vector machine and multi-objective optimization, evolutionary computation, nature-inspired algorithms and many other topics. Designed as a practical resource, all topics are explained in detail with step-by-step examples to show how each method works. The book’s exercises test the acquired knowledge that can be potentially applied to real problem solving. By taking an informal approach to the subject, the author helps readers to rapidly acquire the basic knowledge in optimization, operational research, and applied data mining. This important resource: Offers an accessible and state-of-the-art introduction to the main optimization techniques Contains both traditional optimization techniques and the most current algorithms and swarm intelligence-based techniques Presents a balance of theory, algorithms, and implementation Includes more than 100 worked examples with step-by-step explanations Written for upper undergraduates and graduates in a standard course on optimization, operations research and data mining, Optimization Techniques and Applications with Examples is a highly accessible guide to understanding the fundamentals of all the commonly used techniques in optimization.