Analytic Central Path, Sensitivity Analysis and Parametric Linear Programming
Author: A. G. Holder
Publisher:
Published: 1997
Total Pages: 23
ISBN-13:
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Author: A. G. Holder
Publisher:
Published: 1997
Total Pages: 23
ISBN-13:
DOWNLOAD EBOOKAuthor: Allen G. Holder
Publisher:
Published: 1997
Total Pages: 23
ISBN-13:
DOWNLOAD EBOOKAuthor: Assem Deif
Publisher: Springer Science & Business Media
Published: 2012-12-06
Total Pages: 235
ISBN-13: 364282739X
DOWNLOAD EBOOKA text surveying perturbation techniques and sensitivity analysis of linear systems is an ambitious undertaking, considering the lack of basic comprehensive texts on the subject. A wide-ranging and global coverage of the topic is as yet missing, despite the existence of numerous monographs dealing with specific topics but generally of use to only a narrow category of people. In fact, most works approach this subject from the numerical analysis point of view. Indeed, researchers in this field have been most concerned with this topic, although engineers and scholars in all fields may find it equally interesting. One can state, without great exaggeration, that a great deal of engineering work is devoted to testing systems' sensitivity to changes in design parameters. As a rule, high-sensitivity elements are those which should be designed with utmost care. On the other hand, as the mathematical modelling serving for the design process is usually idealized and often inaccurately formulated, some unforeseen alterations may cause the system to behave in a slightly different manner. Sensitivity analysis can help the engineer innovate ways to minimize such system discrepancy, since it starts from the assumption of such a discrepancy between the ideal and the actual system.
Author: B. Jansen
Publisher: Springer Science & Business Media
Published: 2013-03-14
Total Pages: 285
ISBN-13: 1475755619
DOWNLOAD EBOOKOperations research and mathematical programming would not be as advanced today without the many advances in interior point methods during the last decade. These methods can now solve very efficiently and robustly large scale linear, nonlinear and combinatorial optimization problems that arise in various practical applications. The main ideas underlying interior point methods have influenced virtually all areas of mathematical programming including: analyzing and solving linear and nonlinear programming problems, sensitivity analysis, complexity analysis, the analysis of Newton's method, decomposition methods, polynomial approximation for combinatorial problems etc. This book covers the implications of interior techniques for the entire field of mathematical programming, bringing together many results in a uniform and coherent way. For the topics mentioned above the book provides theoretical as well as computational results, explains the intuition behind the main ideas, gives examples as well as proofs, and contains an extensive up-to-date bibliography. Audience: The book is intended for students, researchers and practitioners with a background in operations research, mathematics, mathematical programming, or statistics.
Author: Anthony V. Fiacco
Publisher: North Holland
Published: 1984
Total Pages: 252
ISBN-13:
DOWNLOAD EBOOKAuthor: Frederick Marsden Allen
Publisher:
Published: 1967
Total Pages: 58
ISBN-13:
DOWNLOAD EBOOKAuthor: Marie-France Derhy
Publisher: Prentice Hall is
Published: 2010
Total Pages: 0
ISBN-13: 9780273723387
DOWNLOAD EBOOKAuthor: Andrea Saltelli
Publisher: John Wiley & Sons
Published: 2004-07-16
Total Pages: 232
ISBN-13: 047087094X
DOWNLOAD EBOOKSensitivity analysis should be considered a pre-requisite for statistical model building in any scientific discipline where modelling takes place. For a non-expert, choosing the method of analysis for their model is complex, and depends on a number of factors. This book guides the non-expert through their problem in order to enable them to choose and apply the most appropriate method. It offers a review of the state-of-the-art in sensitivity analysis, and is suitable for a wide range of practitioners. It is focussed on the use of SIMLAB – a widely distributed freely-available sensitivity analysis software package developed by the authors – for solving problems in sensitivity analysis of statistical models. Other key features: Provides an accessible overview of the current most widely used methods for sensitivity analysis. Opens with a detailed worked example to explain the motivation behind the book. Includes a range of examples to help illustrate the concepts discussed. Focuses on implementation of the methods in the software SIMLAB - a freely-available sensitivity analysis software package developed by the authors. Contains a large number of references to sources for further reading. Authored by the leading authorities on sensitivity analysis.
Author: James Edmund Reeb
Publisher:
Published: 2000
Total Pages: 30
ISBN-13:
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