000 a
999 _c31922
_d31922
008 230420b xxu||||| |||| 00| 0 eng d
020 _a9780000988638
082 _a518.0285536
_bLAM
100 _aLambers, James V.
245 _aExplorations in numerical analysis
260 _bWorld Scientific Publishing,
_a2020
_cSingapore :
300 _axv, 658 p. ;
_bill.,
_c25 cm
365 _b1995.00
_cINR
_d01
504 _aIncludes bibliographical references and index.
520 _aThis textbook introduces advanced undergraduate and early-career graduate students to the field of numerical analysis. This field pertains to the design, analysis, and implementation of algorithms for the approximate solution of mathematical problems that arise in applications spanning science and engineering, and are not practical to solve using analytical techniques such as those taught in courses in calculus, linear algebra or differential equations. Topics covered include error analysis, computer arithmetic, solution of systems of linear equations, least squares problems, eigenvalue problems, polynomial interpolation and approximation, numerical differentiation and integration, nonlinear equations and ordinary differential equations. For each problem considered, the presentation includes the derivation of solution techniques, analysis of their efficiency, accuracy and robustness, and details of their implementation, illustrated through the MATLAB programming language. This text is suitable for a year-long sequence in numerical analysis, and can also be used for a one-semester course in numerical linear algebra
650 _aNumerical analysis
650 _aMathematical problems
650 _aAdam-Bashforth method
650 _aAllen -Cahn equation
650 _aBackward Euler's method
650 _aBrayden's method
650 _aCartesian product rule
650 _aCourant -Fischer minimax theorem
650 _aDahlquist's Barrier theorem
650 _aEuler's method
650 _aFermat's theorem
650 _aGalerkin method
650 _a Ill-conditioned problem
650 _a Jacobi method
650 _aLeast square problem
650 _aMiller's method
650 _aPower method
650 _aRolle's theorem
650 _aSimpson's rule
650 _aTaylor's theorem
650 _aWell-condotioned problem
700 _aSumner, Amber C.
942 _2ddc
_cBK