Some Approaches to Linear Programming Under Uncertainty

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ISBN 13 :
Total Pages : 226 pages
Book Rating : 4.:/5 (522 download)

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Book Synopsis Some Approaches to Linear Programming Under Uncertainty by : Gary Grove Koch

Download or read book Some Approaches to Linear Programming Under Uncertainty written by Gary Grove Koch and published by . This book was released on 1963 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty

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Publisher : Springer Science & Business Media
ISBN 13 : 940092111X
Total Pages : 425 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty by : Shi-Yu Huang

Download or read book Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty written by Shi-Yu Huang and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Operations Research is a field whose major contribution has been to propose a rigorous fonnulation of often ill-defmed problems pertaining to the organization or the design of large scale systems, such as resource allocation problems, scheduling and the like. While this effort did help a lot in understanding the nature of these problems, the mathematical models have proved only partially satisfactory due to the difficulty in gathering precise data, and in formulating objective functions that reflect the multi-faceted notion of optimal solution according to human experts. In this respect linear programming is a typical example of impressive achievement of Operations Research, that in its detenninistic fonn is not always adapted to real world decision-making : everything must be expressed in tenns of linear constraints ; yet the coefficients that appear in these constraints may not be so well-defined, either because their value depends upon other parameters (not accounted for in the model) or because they cannot be precisely assessed, and only qualitative estimates of these coefficients are available. Similarly the best solution to a linear programming problem may be more a matter of compromise between various criteria rather than just minimizing or maximizing a linear objective function. Lastly the constraints, expressed by equalities or inequalities between linear expressions, are often softer in reality that what their mathematical expression might let us believe, and infeasibility as detected by the linear programming techniques can often been coped with by making trade-offs with the real world.

Stochastic Linear Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 3642662528
Total Pages : 103 pages
Book Rating : 4.6/5 (426 download)

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Book Synopsis Stochastic Linear Programming by : P. Kall

Download or read book Stochastic Linear Programming written by P. Kall and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: Todaymanyeconomists, engineers and mathematicians are familiar with linear programming and are able to apply it. This is owing to the following facts: during the last 25 years efficient methods have been developed; at the same time sufficient computer capacity became available; finally, in many different fields, linear programs have turned out to be appropriate models for solving practical problems. However, to apply the theory and the methods of linear programming, it is required that the data determining a linear program be fixed known numbers. This condition is not fulfilled in many practical situations, e. g. when the data are demands, technological coefficients, available capacities, cost rates and so on. It may happen that such data are random variables. In this case, it seems to be common practice to replace these random variables by their mean values and solve the resulting linear program. By 1960 various authors had already recog nized that this approach is unsound: between 1955 and 1960 there were such papers as "Linear Programming under Uncertainty", "Stochastic Linear Pro gramming with Applications to Agricultural Economics", "Chance Constrained Programming", "Inequalities for Stochastic Linear Programming Problems" and "An Approach to Linear Programming under Uncertainty".

Methods of Solution of Linear Programs Under Uncertainty. Notes on Linear Programming and Extensions

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ISBN 13 :
Total Pages : 1 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis Methods of Solution of Linear Programs Under Uncertainty. Notes on Linear Programming and Extensions by : ALBERT. MADANSKY

Download or read book Methods of Solution of Linear Programs Under Uncertainty. Notes on Linear Programming and Extensions written by ALBERT. MADANSKY and published by . This book was released on 1961 with total page 1 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most applied linear-programming problems involve uncertainty in either the technology matrix, the requirement vector, or the cost. Some of the more usual methods of reducing the effects of uncertainty are (1) replacing the random elements by their expected values, (2) replacing the random elements by pessimistic estimates of their values, and (3) recasting the problem into a two-stage program so that, in the second stage, one can compensate for inaccuracies in the activities of the first stage. These methods are called the expected-value solution, the fat solution, and the slack solution, respectively. The one-stage linear program is examined under uncertainty in some detail, pointing out the relation between these various solutions. (Author).

Methods of Solution of Linear Programs Under Uncertainty

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ISBN 13 :
Total Pages : 30 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis Methods of Solution of Linear Programs Under Uncertainty by : Albert Madansky

Download or read book Methods of Solution of Linear Programs Under Uncertainty written by Albert Madansky and published by . This book was released on 1960 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three most usual methods of reducing the effects of uncertainty in the technology matrix, requirement vector, or cost vector of a linear programming problem are the expected-value solution, the 'fat' solution, and the 'slack' solution. These methods are explained in some detail, and the relation between these various methods is pointed out. (Author).

Linear Programming

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Publisher : New Age International
ISBN 13 : 9788122410341
Total Pages : 240 pages
Book Rating : 4.4/5 (13 download)

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Book Synopsis Linear Programming by : G. V. Shenoy

Download or read book Linear Programming written by G. V. Shenoy and published by New Age International. This book was released on 2007 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due To The Availability Of Computer Packages, The Use Of Linear Programming Technique By The Managers Has Become Universal. This Text Has Been Written Primarily For Management Students And Executives Who Have No Previous Background Of Linear Programming. The Text Is Oriented Towards Introducing Important Ideas In Linear Programming Technique At A Fundamental Level And Help The Students In Understanding Its Applications To A Wide Variety Of Managerial Problems. In Order To Strengthen The Understanding, Each Concept Has Been Illustrated With Examples. The Book Has Been Written In A Simple And Lucid Language And Has Avoided Mathematical Derivations So As To Make It Accessible To Every One.The Text Can Be Used In Its Entirely In A Fifteen Session Course At Programmes In Management, Commerce, Economics, Engineering Or Accountancy. The Text Can Be Used In One/Two Week Management/Executive Development Programmes To Be Supplemented With Some Cases. Practicing Managers And Executives, Computer Professionals, Industrial Engineers, Chartered And Cost Accountants And Economic Planners Would Also Find This Text Useful.

Practical Linear Programming Under Uncertainty

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Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781976534454
Total Pages : 208 pages
Book Rating : 4.5/5 (344 download)

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Book Synopsis Practical Linear Programming Under Uncertainty by : Cesar Beltran-Royo

Download or read book Practical Linear Programming Under Uncertainty written by Cesar Beltran-Royo and published by Createspace Independent Publishing Platform. This book was released on 2017-09-18 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Note: You can "look inside" this book at Amazon.com. As is well known, there are many benefits of Linear Programming. As an optimization tool it is useful for decision making in order to increase profit or decrease cost. The number of applications is very large: finance, airline industry, energy production, logistics, telecommunications, advertising industry, etc. This manual is a simple introduction to Stochastic Linear Programming. It is intended for practitioners in business, engineering and industry who already use deterministic Linear Programming and wish to improve their results by taking into account the parameter uncertainty in an effective way. It is also suitable as an intuitive introduction to Stochastic Linear Programming for graduate courses. Cesar Beltran-Royo is a Professor of Statistics and Operations Research at King Juan Carlos University, Madrid, Spain.

Planning Under Uncertainty

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Publisher : Boyd & Fraser Publishing Company
ISBN 13 :
Total Pages : 168 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Planning Under Uncertainty by : Gerd Infanger

Download or read book Planning Under Uncertainty written by Gerd Infanger and published by Boyd & Fraser Publishing Company. This book was released on 1994 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Linear Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 1461476305
Total Pages : 420 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Linear Programming by : Robert J Vanderbei

Download or read book Linear Programming written by Robert J Vanderbei and published by Springer Science & Business Media. This book was released on 2013-07-16 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Fourth Edition introduces the latest theory and applications in optimization. It emphasizes constrained optimization, beginning with a substantial treatment of linear programming and then proceeding to convex analysis, network flows, integer programming, quadratic programming, and convex optimization. Readers will discover a host of practical business applications as well as non-business applications. Topics are clearly developed with many numerical examples worked out in detail. Specific examples and concrete algorithms precede more abstract topics. With its focus on solving practical problems, the book features free C programs to implement the major algorithms covered, including the two-phase simplex method, primal-dual simplex method, path-following interior-point method, and homogeneous self-dual methods. In addition, the author provides online JAVA applets that illustrate various pivot rules and variants of the simplex method, both for linear programming and for network flows. These C programs and JAVA tools can be found on the book's website. The website also includes new online instructional tools and exercises.

Introduction to Applied Optimization

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Publisher : Springer Science & Business Media
ISBN 13 : 1475737459
Total Pages : 342 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Introduction to Applied Optimization by : Urmila Diwekar

Download or read book Introduction to Applied Optimization written by Urmila Diwekar and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Robust Optimization

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Publisher : Princeton University Press
ISBN 13 : 1400831059
Total Pages : 565 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Robust Optimization by : Aharon Ben-Tal

Download or read book Robust Optimization written by Aharon Ben-Tal and published by Princeton University Press. This book was released on 2009-08-10 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robust optimization is still a relatively new approach to optimization problems affected by uncertainty, but it has already proved so useful in real applications that it is difficult to tackle such problems today without considering this powerful methodology. Written by the principal developers of robust optimization, and describing the main achievements of a decade of research, this is the first book to provide a comprehensive and up-to-date account of the subject. Robust optimization is designed to meet some major challenges associated with uncertainty-affected optimization problems: to operate under lack of full information on the nature of uncertainty; to model the problem in a form that can be solved efficiently; and to provide guarantees about the performance of the solution. The book starts with a relatively simple treatment of uncertain linear programming, proceeding with a deep analysis of the interconnections between the construction of appropriate uncertainty sets and the classical chance constraints (probabilistic) approach. It then develops the robust optimization theory for uncertain conic quadratic and semidefinite optimization problems and dynamic (multistage) problems. The theory is supported by numerous examples and computational illustrations. An essential book for anyone working on optimization and decision making under uncertainty, Robust Optimization also makes an ideal graduate textbook on the subject.

Numerical Methods for Linear Programming Under Uncertainty Models

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Publisher :
ISBN 13 :
Total Pages : 52 pages
Book Rating : 4.:/5 (229 download)

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Book Synopsis Numerical Methods for Linear Programming Under Uncertainty Models by : Ross C. Richards

Download or read book Numerical Methods for Linear Programming Under Uncertainty Models written by Ross C. Richards and published by . This book was released on 1968 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Linear Team

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ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (891 download)

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Book Synopsis The Linear Team by : Roy Radner

Download or read book The Linear Team written by Roy Radner and published by . This book was released on 1956 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Linear Programming Under Uncertainty

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ISBN 13 :
Total Pages : 134 pages
Book Rating : 4.:/5 (372 download)

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Book Synopsis Linear Programming Under Uncertainty by : Juergen H. Eufinger

Download or read book Linear Programming Under Uncertainty written by Juergen H. Eufinger and published by . This book was released on 1966 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Methods of Solution of Linear Programs Under Uncertainty

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Publisher :
ISBN 13 :
Total Pages : 10 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis Methods of Solution of Linear Programs Under Uncertainty by :

Download or read book Methods of Solution of Linear Programs Under Uncertainty written by and published by . This book was released on 1961 with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three most usual methods of reducing the effects of uncertainty in the technology matrix, requirement vector, or cost vector of a linear programming problem are the expected-value solution, the 'fat' solution, and the 'slack' solution. These methods are explained in some detail, and the relation between these various methods is pointed out. (Author).

An Introduction to Fuzzy Linear Programming Problems

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Publisher : Springer
ISBN 13 : 331931274X
Total Pages : 132 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis An Introduction to Fuzzy Linear Programming Problems by : Jagdeep Kaur

Download or read book An Introduction to Fuzzy Linear Programming Problems written by Jagdeep Kaur and published by Springer. This book was released on 2016-04-02 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents a snapshot of the state of the art in the field of fully fuzzy linear programming. The main focus is on showing current methods for finding the fuzzy optimal solution of fully fuzzy linear programming problems in which all the parameters and decision variables are represented by non-negative fuzzy numbers. It presents new methods developed by the authors, as well as existing methods developed by others, and their application to real-world problems, including fuzzy transportation problems. Moreover, it compares the outcomes of the different methods and discusses their advantages/disadvantages. As the first work to collect at one place the most important methods for solving fuzzy linear programming problems, the book represents a useful reference guide for students and researchers, providing them with the necessary theoretical and practical knowledge to deal with linear programming problems under uncertainty.

Production And Operations Management: An Applied Modern Approach

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Publisher : John Wiley & Sons
ISBN 13 : 9788126516094
Total Pages : 942 pages
Book Rating : 4.5/5 (16 download)

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Book Synopsis Production And Operations Management: An Applied Modern Approach by : Joseph S. Martinich

Download or read book Production And Operations Management: An Applied Modern Approach written by Joseph S. Martinich and published by John Wiley & Sons. This book was released on 2008-03-06 with total page 942 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains why operations management tools are critical and how to successfully use them. Over 200 examples from real companies show how non operations professionals are using operations management concepts daily. It also introduces operations strategy early and often throughout to show how operational decisions are crucial to developing and executing a company's overall strategy.· Production Systems and Operations Management· Operations Strategy· Tours of Operations· Forecasting· Capacity Planning and Facility Location· Selecting the Process Structure and Technology· The Quality Management System· Aggregate Planning· Managing Materials with Dependent Demands· Operations and Personnel Scheduling· Project Planning and Scheduling