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024 7 $a10.1007/978-3-319-67371-4
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035   $a(DE-He213)978-3-319-67371-4
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035   $a(MiAaPQ)EBC5588793
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035   $a(OCoLC)1021193796
035   $a(PPN)223957739
035   $a(EXLCZ)994100000001794819
100   $a20180130d2018      u|         0
101 0 $aeng
135   $aurnn#008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aMathematical Geosciences $eHybrid Symbolic-Numeric Methods /$fby Joseph L. Awange, Béla Paláncz, Robert H. Lewis, Lajos Völgyesi
205   $a1st ed. 2018.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018.
215   $a1 online resource (XXVII, 596 p. 460 illus., 440 illus. in color.)
311   $a3-319-67370-X 
327   $aSolution 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.
330   $aThis 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.
606   $aGeology
606   $aMathematical physics
606   $aEnvironmental sciences
606   $aGeographical information systems
606   $aAtmospheric sciences
606   $aGeology$3https://scigraph.springernature.com/ontologies/product-market-codes/G17002
606   $aMathematical Applications in the Physical Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/M13120
606   $aMath. Appl. in Environmental Science$3https://scigraph.springernature.com/ontologies/product-market-codes/U24005
606   $aGeographical Information Systems/Cartography$3https://scigraph.springernature.com/ontologies/product-market-codes/J13000
606   $aAtmospheric Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/G36000
615  0$aGeology.
615  0$aMathematical physics.
615  0$aEnvironmental sciences.
615  0$aGeographical information systems.
615  0$aAtmospheric sciences.
615 14$aGeology.
615 24$aMathematical Applications in the Physical Sciences.
615 24$aMath. Appl. in Environmental Science.
615 24$aGeographical Information Systems/Cartography.
615 24$aAtmospheric Sciences.
676   $a550.151
700   $aAwange$b Joseph L$4aut$4http://id.loc.gov/vocabulary/relators/aut$0719102
702   $aPaláncz$b Béla$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aLewis$b Robert H$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aVölgyesi$b Lajos$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
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906   $aBOOK
912   $a9910299407503321
996   $aMathematical Geosciences$92535445
997   $aUNINA