Geospatial Algebraic Computations

Theory and Applications

Nonfiction, Science & Nature, Mathematics, Counting & Numeration, Science, Earth Sciences, Geophysics
Cover of the book Geospatial Algebraic Computations by Béla Paláncz, Joseph Awange, Springer International Publishing
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Author: Béla Paláncz, Joseph Awange ISBN: 9783319254654
Publisher: Springer International Publishing Publication: January 29, 2016
Imprint: Springer Language: English
Author: Béla Paláncz, Joseph Awange
ISBN: 9783319254654
Publisher: Springer International Publishing
Publication: January 29, 2016
Imprint: Springer
Language: English

Improved geospatial instrumentation and technology such as in laser scanning has now resulted in millions of data being collected, e.g., point clouds. It is in realization that such huge amount of data requires efficient and robust mathematical solutions that this third edition of the book extends the second edition by introducing three new chapters: Robust parameter estimation, Multiobjective optimization and Symbolic regression.  Furthermore, the linear homotopy chapter is expanded to include nonlinear homotopy. These disciplines are discussed first in the theoretical part of the book before illustrating their geospatial applications in the applications chapters where numerous numerical examples are presented. The renewed electronic supplement contains these new theoretical and practical topics, with the corresponding Mathematica statements and functions supporting their computations introduced and applied. This third edition is renamed in light of these technological advancements.

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Improved geospatial instrumentation and technology such as in laser scanning has now resulted in millions of data being collected, e.g., point clouds. It is in realization that such huge amount of data requires efficient and robust mathematical solutions that this third edition of the book extends the second edition by introducing three new chapters: Robust parameter estimation, Multiobjective optimization and Symbolic regression.  Furthermore, the linear homotopy chapter is expanded to include nonlinear homotopy. These disciplines are discussed first in the theoretical part of the book before illustrating their geospatial applications in the applications chapters where numerous numerical examples are presented. The renewed electronic supplement contains these new theoretical and practical topics, with the corresponding Mathematica statements and functions supporting their computations introduced and applied. This third edition is renamed in light of these technological advancements.

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