Mathematical geosciences : hybrid symbolic-numeric methods /: hybrid symbolic-numeric methods. ([2018])

• Record Type: Book
• Further Information: Note: Joseph L. Awange, Béla Paláncz, Robert H. Lewis, Lajos Völgyesi.
• Authors: Awange, Joseph L, 1969-; Völgyesi, Lajos; Paláncz, Béla, 1944-; Lewis, Robert H, 1949-
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2018
• Extent: 1 online resource (xxvii, 596 pages), illustrations (some color)
• Subjects: 550.1/51; Earth sciences; Earth sciences -- Mathematics; Earth sciences -- Statistical methods; Atmospheric physics; Earth sciences; Earth sciences -- Mathematics; Environmental sciences; Geographic information systems; Geology; Mathematical physics; Mathematics -- Applied; Science -- Environmental Science; Science -- Earth Sciences -- Geography; Science -- Earth Sciences -- Meteorology & Climatology; Mathematical modelling; The environment; Geographical information systems (GIS) & remote sensing; Earth sciences; Geology; Environmental sciences; Geographical information systems; Science -- Earth Sciences -- Geology; Geology & the lithosphere; Electronic books
• Languages: English
• ISBNs: 9783319673714; 3319673718
• Related ISBNs: 9783319673707; 331967370X
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.