Geospatial algebraic computations : theory and applications /
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Author / Creator: | Awange, Joseph L., 1969- author. |
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Edition: | Third edition. |
Imprint: | Cham : Springer, 2016. |
Description: | 1 online resource (xx, 541 pages) : illustrations (some color) |
Language: | English |
Subject: | |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11252364 |
Other authors / contributors: | Paláncz, Béla, 1944- author. |
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ISBN: | 9783319254654 3319254650 9783319254647 3319254642 9783319797946 3319797948 9783319254630 3319254634 |
Digital file characteristics: | text file |
Notes: | Includes bibliographical references and index. English. Online resource; title from PDF title page (SpringerLink, viewed February 3, 2016). |
Summary: | 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. |
Other form: | Print version: 9783319254630 3319254634 |
Standard no.: | 10.1007/978-3-319-25465-4 |
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