Numerical Methods for the Solution of Ill-Posed Problems: 328 (Mathematics and Its Applications, 328) - Softcover

Tikhonov, A.N.; Goncharsky, A.; Stepanov, V.V.; Yagola, Anatoly G.

 
9789048145836: Numerical Methods for the Solution of Ill-Posed Problems: 328 (Mathematics and Its Applications, 328)

Synopsis

Many problems in science, technology and engineering are posed in the form of operator equations of the first kind, with the operator and RHS approximately known. But such problems often turn out to be ill-posed, having no solution, or a non-unique solution, and/or an unstable solution. Non-existence and non-uniqueness can usually be overcome by settling for `generalised' solutions, leading to the need to develop regularising algorithms.
The theory of ill-posed problems has advanced greatly since A. N. Tikhonov laid its foundations, the Russian original of this book (1990) rapidly becoming a classical monograph on the topic. The present edition has been completely updated to consider linear ill-posed problems with or without a priori constraints (non-negativity, monotonicity, convexity, etc.).
Besides the theoretical material, the book also contains a FORTRAN program library.
Audience: Postgraduate students of physics, mathematics, chemistry, economics, engineering. Engineers and scientists interested in data processing and the theory of ill-posed problems.

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Other Popular Editions of the Same Title

9780792335832: Numerical Methods for the Solution of Ill-Posed Problems: 328 (Mathematics and Its Applications, 328)

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ISBN 10:  079233583X ISBN 13:  9780792335832
Publisher: Springer, 1995
Hardcover