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Term Project Applications of Computer Programming in Earth Sciences Instructor: Dr. Cheng-Chien LiuCheng-Chien Liu Department of Earth Sciences National Cheng Kung University Last updated: 12 December 2015Chapter
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Project description Solution of Linear Algebraic Equations Gauss-Jordan matrix inversion and linear equation solution (2.1) Linear equation solution, backsubstitution (2.3) (駱守凡) Singular value decomposition of a matrix (2.6) Interpolation and Extrapolation Two-dimensional polynomial interpolation (3.6) (張家鳳) Two-dimensional bicubic interpolation (3.6) (劉益廷) Two-dimensional spline interpolation (3.6)
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Project description (cont.) Integration of Functions Integrate a function over a three-dimensional space (4.6) (林維芝) Evaluation of Functions Evaluate a polynomial and its derivatives (5.3) (李涵瑜) Random Numbers Random deviates from DES-like hashing (7.5) (蘇鴻林) Adaptive multidimensional Monte Carlo integration (7.8) (王博賢)
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Project description (cont.) Sorting Sort an array by quicksort method (8.2) (王若梅) Find the Nth largest, without altering an array (8.5) (盧旭宇) Find M largest values, without altering an array (8.5) (黃姿勳) Root Finding and Nonlinear Sets of Equations Find root of a function by Ridders‘ method (9.2) (劉晃丞) Find root of a function by Brent's method (9.3) (歐兆強) Find root of a function by Newton-Raphson and bisection (9.4) (陳治宇) roots of a polynomial by Laguerre's method with deflation (9.5) (蕭雅竹)
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Project description (cont.) Eigensystems Eigenvalues and eigenvectors of a symmetric matrix (11.1) ( 李奇峰 ) Fast Fourier Transform Fast Fourier transform in multidimensions (12.4) ( 江彥廷 ) Fourier and Spectral Applications Correlation or autocorrelation of data using FFT (13.2) ( 唐健庭 ) Modeling of Data Fit a polynomial using LFIT or SVDFIT (15.4)
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