Mathematical Geosciences Hybrid Symbolic-Numeric Methods /

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 r...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Awange, Joseph L. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Paláncz, Béla (http://id.loc.gov/vocabulary/relators/aut), Lewis, Robert H. (http://id.loc.gov/vocabulary/relators/aut), Völgyesi, Lajos (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03948nam a2200565 4500
001 978-3-319-67371-4
003 DE-He213
005 20191220130310.0
007 cr nn 008mamaa
008 180130s2018 gw | s |||| 0|eng d
020 |a 9783319673714  |9 978-3-319-67371-4 
024 7 |a 10.1007/978-3-319-67371-4  |2 doi 
040 |d GrThAP 
050 4 |a QE1-996.5 
072 7 |a RBG  |2 bicssc 
072 7 |a SCI031000  |2 bisacsh 
072 7 |a RBG  |2 thema 
082 0 4 |a 551  |2 23 
100 1 |a Awange, Joseph L.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Mathematical Geosciences  |h [electronic resource] :  |b Hybrid Symbolic-Numeric Methods /  |c by Joseph L. Awange, Béla Paláncz, Robert H. Lewis, Lajos Völgyesi. 
250 |a 1st ed. 2018. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2018. 
300 |a XXVII, 596 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
505 0 |a 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. 
520 |a 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. 
650 0 |a Geology. 
650 0 |a Mathematical physics. 
650 0 |a Environmental sciences. 
650 0 |a Geographical information systems. 
650 0 |a Atmospheric sciences. 
650 1 4 |a Geology.  |0 http://scigraph.springernature.com/things/product-market-codes/G17002 
650 2 4 |a Mathematical Applications in the Physical Sciences.  |0 http://scigraph.springernature.com/things/product-market-codes/M13120 
650 2 4 |a Math. Appl. in Environmental Science.  |0 http://scigraph.springernature.com/things/product-market-codes/U24005 
650 2 4 |a Geographical Information Systems/Cartography.  |0 http://scigraph.springernature.com/things/product-market-codes/J13000 
650 2 4 |a Atmospheric Sciences.  |0 http://scigraph.springernature.com/things/product-market-codes/G36000 
700 1 |a Paláncz, Béla.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Lewis, Robert H.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
700 1 |a Völgyesi, Lajos.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319673707 
776 0 8 |i Printed edition:  |z 9783319673721 
776 0 8 |i Printed edition:  |z 9783319884226 
856 4 0 |u https://doi.org/10.1007/978-3-319-67371-4  |z Full Text via HEAL-Link 
912 |a ZDB-2-EES 
950 |a Earth and Environmental Science (Springer-11646)