✦ LIBER ✦

Inverse Problem Theory and Methods for Model Parameter Estimation || Front Matter

✍ Scribed by Tarantola, Albert

Book ID: 127050577
Publisher: Society for Industrial and Applied Mathematics
Year: 2005
Tongue: English
Weight: 113 KB
Volume: 10.1137/1.9780898717921
Category: Article
ISBN: 0898717922
DOI: 10.1137/1.9780898717921.fm

No coin nor oath required. For personal study only.

✦ Synopsis

While The Prediction Of Observations Is A Forward Problem, The Use Of Actual Observations To Infer The Properties Of A Model Is An Inverse Problem. Inverse Problems Are Difficult Because They May Not Have A Unique Solution. The Description Of Uncertainties Plays A Central Role In The Theory, Which Is Based On Probability Theory. This Book Proposes A General Approach That Is Valid For Linear As Well As For Nonlinear Problems. The Philosophy Is Essentially Probabilistic And Allows The Reader To Understand The Basic Difficulties Appearing In The Resolution Of Inverse Problems. The Book Attempts To Explain How A Method Of Acquisition Of Information Can Be Applied To Actual Real-world Problems, And Many Of The Arguments Are Heuristic.

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