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000825959 019__ $$a1022081502$$a1027034898$$a1029634975
000825959 020__ $$a9783319673714$$q(electronic book)
000825959 020__ $$a3319673718$$q(electronic book)
000825959 020__ $$z9783319673707
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000825959 0247_ $$a10.1007/978-3-319-67371-4$$2doi
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000825959 035__ $$aSP(OCoLC)1021193796$$z(OCoLC)1022081502$$z(OCoLC)1027034898$$z(OCoLC)1029634975
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000825959 049__ $$aISEA
000825959 050_4 $$aQE33.2.M3
000825959 08204 $$a550.1/51$$223
000825959 1001_ $$aAwange, Joseph L.,$$eauthor.
000825959 24510 $$aMathematical geosciences :$$bhybrid symbolic-numeric methods /$$cJoseph L. Awange, Béla Paláncz, Robert H. Lewis, Lajos Völgyesi.
000825959 264_1 $$aCham :$$bSpringer,$$c2018.
000825959 300__ $$a1 online resource (xxvii, 596 pages) :$$billustrations.
000825959 336__ $$atext$$btxt$$2rdacontent
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000825959 4901_ $$aMathematical geosciences
000825959 5050_ $$aSolution of algebraic polynomial systems -- Homotopy solution of nonlinear systems -- Over and underdeterminated systems -- Simulated annealing -- Genetic algorithm -- Particle swarm optimization -- Integer programming -- Multiobjective optimization -- Approximation with radial bases functions -- Support vector machines (SVM) -- Symbolic regression -- Quantile regression -- Robust regression -- Stochastic modeling -- Parallel computations.
000825959 506__ $$aAccess limited to authorized users.
000825959 520__ $$aThis book showcases powerful new hybrid methods that combine numerical and symbolic algorithms. Hybrid algorithm research is currently one of the most promising directions in the context of geosciences mathematics and computer mathematics in general. One important topic addressed here with a broad range of applications is the solution of multivariate polynomial systems by means of resultants and Groebner bases. But that?s barely the beginning, as the authors proceed to discuss genetic algorithms, integer programming, symbolic regression, parallel computing, and many other topics. The book is strictly goal-oriented, focusing on the solution of fundamental problems in the geosciences, such as positioning and point cloud problems. As such, at no point does it discuss purely theoretical mathematics. "The book delivers hybrid symbolic-numeric solutions, which are a large and growing area at the boundary of mathematics and computer science." Dr. Daniel Li chtbau.
000825959 650_0 $$aEarth sciences$$xMathematics.
000825959 650_0 $$aEarth sciences.
000825959 650_0 $$aGeology.
000825959 650_0 $$aAtmospheric physics.
000825959 650_0 $$aGeographic information systems.
000825959 650_0 $$aMathematical physics.
000825959 650_0 $$aEnvironmental sciences.
000825959 7001_ $$aVölgyesi, Lajos,$$eauthor.
000825959 7001_ $$aPaláncz, Béla,$$eauthor.
000825959 7001_ $$aLewis, Robert H.,$$eauthor.
000825959 77608 $$iPrint version: $$z9783319673707
000825959 830_0 $$aMathematical geosciences.
000825959 852__ $$bebk
000825959 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-67371-4$$zOnline Access$$91397441.1
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