Mathematical geosciences : hybrid symbolic-numeric methods / Joseph L. Awange, Béla Paláncz, Robert H. Lewis, Lajos Völgyesi.
Awange, Joseph L., author.; Völgyesi, Lajos, author.; Paláncz, Béla, author.; Lewis, Robert H., author.
2018
QE33.2.M3
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Mathematical geosciences : hybrid symbolic-numeric methods / Joseph L. Awange, Béla Paláncz, Robert H. Lewis, Lajos Völgyesi.
Author Awange, Joseph L., author.
ISBN 9783319673714 (electronic book)
3319673718 (electronic book)
9783319673707
331967370X
DOI https://doi.org/10.1007/978-3-319-67371-4
Published Cham : Springer, 2018.
Language English
Description 1 online resource (xxvii, 596 pages) : illustrations.
Other Standard Identifiers 10.1007/978-3-319-67371-4 doi
Call Number QE33.2.M3
Dewey Decimal Classification 550.1/51
Summary 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 Li chtbau.
Access Note Access limited to authorized users.
Digital File Characteristics text file PDF
Added Author Völgyesi, Lajos, author.
Paláncz, Béla, author.
Lewis, Robert H., author.
Series Mathematical geosciences.
Available in Other Form Print version: 9783319673707
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Solution of algebraic polynomial systems
Homotopy solution of nonlinear systems
Over and underdeterminated systems
Simulated annealing
Genetic algorithm
Particle swarm optimization
Integer programming
Multiobjective optimization
Approximation with radial bases functions
Support vector machines (SVM)
Symbolic regression
Quantile regression
Robust regression
Stochastic modeling
Parallel computations.

Browse Subjects

Show more subjects...

Statistics

from
to
Export