Mathematical Geosciences : Hybrid Symbolic Numeric Methods - Awange, Joseph L.

Mathematical Geosciences : Hybrid Symbolic Numeric Methods

Joseph L. Awange

Yayınevi: Springer Verlag

Yayın tarihi: 03/2018

ISBN: 9783319673707

Yazar : Bela Palancz Robert H. Lewis Lajos Völgyesi

Ciltli | İngilizce | 626 Sayfa | 16,51x24,61x4,09 cm.

Tür: Çevre-Yer Bilimleri

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This book showcases powerful new hybrid methods that combine numerical and symbolic algorithms. Hybrid algorithm research is currently one of the most promising directions in the context of geosciences mathematics and computer mathematics in general.

One important topic addressed here with a broad range of applications is the solution of multivariate polynomial systems by means of resultants and Groebner bases. But that’s barely the beginning, as the authors proceed to discuss genetic algorithms, integer programming, symbolic regression, parallel computing, and many other topics.

The book is strictly goal-oriented, focusing on the solution of fundamental problems in the geosciences, such as positioning and point cloud problems. As such, at no point does it discuss purely theoretical mathematics.

"The book delivers hybrid symbolic-numeric solutions, which are a large and growing area at the boundary of mathematics and computer science." Dr. Daniel Lichtbau

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