Accession Number : AD0715372
Title : A Language for Nonlinear Programming Problems.
Descriptive Note : Technical paper,
Corporate Author : RESEARCH ANALYSIS CORP MCLEAN VA
Personal Author(s) : Pugh,Robert E.
Report Date : NOV 1970
Pagination or Media Count : 51
Abstract : The paper describes an algebraic-like language for nonlinear programming problems and the rationale for the computer implementation of the language. The language provides for the computation of the function values, gradients, and second partial derivatives of the functions of a programming problem at specified points in space. Each function is translated into an explicit 'factorable' form whereby it is expressed as the transformation of the sum of a set of products and each factor of each product may in turn be a transformation of the sum of a set of products. This hierarchical representation terminates when a factor of a product is a function of a single variable. For a given point in space the value, gradient, and second partials of each function are computed in turn so that each computational step makes use of the results from the preceding step. The matrix of second partials for a function at a point is represented as a set of vector outer products, the vectors having resulted from the gradient computation, plus a diagnonal matrix. The organization and experience with the operational computer program which implements the language and ties it to SUMT are described. (Author)
Descriptors : (*PROGRAMMING LANGUAGES, *NONLINEAR PROGRAMMING), ALGEBRAS, MATHEMATICAL ANALYSIS, COMPUTER PROGRAMMING, DIGITAL COMPUTERS, MATRICES(MATHEMATICS)
Subject Categories : Operations Research
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE