QUADRATURE METHODS FOR FUNCTIONS OF MORE THAN ONE VARIABLE

Here f(xl, . . . , z,) is a real-valued function of n red variables (n 2 2) ; R is a region in n-dimensional, real, Euclidean space; the A , are constants independent of f ; and the v, = ( vll , . . . , 'vim) are points in the space. I shall summarize some of the most important results and not try to survey the literature completely. I shall also point out some of the most interesting problems that remain to be investigated. The comparatively recent development of high-speed computing machines has made it possible to solve more difficult problems in higher dimensions and is probably largely responsible for the recent interest in approximate integration for functions of more than one variable. The Monte Carlo methods of integration have been used widely with these computers. With the Monte Carlo methods-for example, the method of choosing the points in a random manner in R and taking the Ai all equal to (vol. R ) / (number of points)-one usually expects to use a large number of points, perhaps several thousand, to obtain a close approximation. The approximation method in which I shall be chiefly interested here is one in which we choose the A i and the vi so that the approximation is exact whenever f is a polynomial of degree Slc for various positive integers 1c (that is, whenever

[1]  David Morrison,et al.  Numerical Quadrature in Many Dimensions , 1959, JACM.

[2]  L. Hsu,et al.  Two new methods for the approximate calculation of multiple integrals , 1958 .

[3]  H. Thacher Optimum quadrature formulas in dimensions , 1957 .

[4]  D. C. Handscomb,et al.  A Method for Increasing the Efficiency of Monte Carlo Integration , 1957, JACM.

[5]  William H. Peirce,et al.  NUMERICAL INTEGRATION OVER THE PLANAR ANNULUS , 1957 .

[6]  A. Stroud,et al.  Numerical evaluation of multiple integrals. II , 1957 .

[7]  A. Stroud Remarks on the disposition of points in numerical integration formulas. , 1957 .

[8]  William H. Peirce,et al.  Numerical integration over the spherical shell , 1957 .

[9]  A. Stroud,et al.  Numerical integration over simplexes , 1956 .

[10]  O. J. Marlowe,et al.  Numerical integration over simplexes and cones , 1956 .

[11]  J. Hammersley,et al.  A new Monte Carlo technique: antithetic variates , 1956, Mathematical Proceedings of the Cambridge Philosophical Society.

[12]  A. Sard,et al.  Approximation and Projection , 1956 .

[13]  Arthur Sard Remainders as integrals of partial derivatives , 1952 .

[14]  Arthur Sard Approximation and variance , 1952 .

[15]  R. D. Richtmyer THE EVALUATION OF DEFINITE INTEGRALS, AND A QUASI-MONTE-CARLO METHOD BASED ON THE PROPERTIES OF ALGEBRAIC NUMBERS , 1951 .

[16]  E. Grosswald On the integration scheme of Maréchal , 1951 .

[17]  Leroy F. Meyers,et al.  Best Approximate Integration Formulas , 1950 .

[18]  J. Wilkins An integration scheme of Maréchal , 1949 .

[19]  J. Radon,et al.  Zur mechanischen Kubatur , 1948 .

[20]  Arthur Sard,et al.  Integral representations of remainders , 1948 .

[21]  G. Ewing On Approximate Cubature , 1941 .

[22]  M. Sadowsky A Formula for Approximate Computation of a Triple Integral , 1940 .

[23]  A. Aitken,et al.  The Numerical Evaluation of Double Integrals , 1923, Proceedings of the Edinburgh Mathematical Society.

[24]  A. Stroud,et al.  Numerical integration formulas of degree two , 1960 .

[25]  S. Zubrzycki,et al.  Remarks on random stratified and systematic sampling in a plane , 1958 .

[26]  L. Collatz,et al.  Zur numerischen Auswertung mehrdimensionaler Integrale , 1958 .

[27]  L. C. Hsu A GENERAL APPROXIMATION METHOD OF EVALUATING MULTIPLE INTEGRALS , 1957 .

[28]  Herbert Fishman Numerical integration constants , 1957 .

[29]  P. Davis,et al.  Some Monte Carlo experiments in computing multiple integrals , 1956 .

[30]  D. Morgenstern Statistische Begründung numerischer Quadratur , 1955 .

[31]  R. Lauffer,et al.  Interpolation mehrfacher Integrale , 1955 .

[32]  D. Fraser Non-Parametric Theory: Scale and Location Parameters , 1954, Canadian Journal of Mathematics.

[33]  R. Mises Numerische Berechnung mehrdimensionaler Integrale , 1954 .

[34]  J. Synge A Simple Bounding Formula for Integrals , 1953, Canadian Journal of Mathematics.

[35]  G. W. Tyler Numerical Integration of Functions of Several Variables , 1953, Canadian Journal of Mathematics.

[36]  Arthur Sard Remainders: Functions of several variables , 1951 .

[37]  W. G. Bickley FINITE DIFFERENCE FORMULAE FOR THE SQUARE LATTICE , 1948 .

[38]  R. Mises Über allgemeine Quadraturformeln. , 1936 .

[39]  A. Angelesco Sur des polynomes généralisant les polynomes de Legendre et d'Hermite et sur le calcul approché des intégrales multiples , 1916 .

[40]  W. Sheppard Some Quadrature‐Formulæ , 1900 .

[41]  P. Appell,et al.  Sur une classe de polynômes à deux variables et le calcul approché des intégrales doubles , 2022 .

[42]  F. Minding Über die Berechnung des Näherungswerthes doppelter Integrale. , 1830 .