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Inverse Engineering Handbook: Handbook Series for Mechanical Engineering

Editat de Keith A. Woodbury
en Limba Engleză Hardback – 25 sep 2002
Inverse problems have been the focus of a growing number of research efforts over the last 40 years-and rightly so. The ability to determine a "cause" from an observed "effect" is a powerful one. Researchers now have at their disposal a variety of techniques for solving inverse problems, techniques that go well beyond those useful for relatively simple parameter estimation problems. The question is, where can one find a single, comprehensive resource that details these methods?

The answer is the Inverse Engineering Handbook. Leading experts in inverse problems have joined forces to produce the definitive reference that allows readers to understand, implement, and benefit from a variety of problem-solving techniques. Each chapter details a method developed or refined by its contributor, who provides clear explanations, examples, and in many cases, software algorithms. The presentation begins with methods for parameter estimation, which build a bridge to boundary function estimation problems. The techniques addressed include sequential function estimation, mollification, space marching techniques, and adjoint, Monte Carlo, and gradient-based methods. Discussions also cover important experimental aspects, including experiment design and the effects of uncertain parameters.

While many of the examples presented focus on heat transfer, the techniques discussed are applicable to a wide range of inverse problems. Anyone interested in inverse problems, regardless of their specialty, will find the Inverse Engineering Handbook to be a unique and invaluable compendium of up-to-date techniques.
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Specificații

ISBN-13: 9780849308611
ISBN-10: 0849308615
Pagini: 480
Ilustrații: 184 b/w images, 60 tables and 1054 equations
Dimensiuni: 156 x 234 x 30 mm
Greutate: 0.78 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Handbook Series for Mechanical Engineering

Locul publicării:Boca Raton, United States

Public țintă

Professional

Cuprins

Sequential Methods in Parameter Estimation. Function Estimation Using the Sequential Function Specification Method. Numerical Solutions of Inverse Problems. Mollification and Space Marching. Inverse Heat Conduction Using Monte Carlo Method. Boundary Element Techniques for Inverse Problems. The Effect of Correlations and Uncertain Parameters on the Efficiency of Estimating and the Precision of Estimated Parameters. Optimal Experiment Design to Solve Inverse Heat Transfer Problems. Iterative Regularization

Recenzii

"…serves as a good introduction and tutorial for this important area of applied mathematics. Several of the articles provide extensive MATLAB codes for specific problems."
--James E. Epperson, Mathematical Reviews, 2004

Descriere

Research in inverse problems has grown significantly in recent years, and engineers no longer have only trial-and-error methods at their disposal. For this handbook, leading experts joined forces to produce a definitive reference that allows readers to understand and implement a variety of problem-solving techniques. Each chapter details a different method with clear explanations, examples, and in many cases, software algorithms. The techniques addressed include sequential function estimation, mollification, space marching techniques, and adjoint, Monte Carlo, and gradient-based methods. Discussions also cover experiment design and the effects of uncertain parameters.