Skip to Main Content

Mathematics of Computation

Published by the American Mathematical Society since 1960 (published as Mathematical Tables and other Aids to Computation 1943-1959), Mathematics of Computation is devoted to research articles of the highest quality in computational mathematics.

ISSN 1088-6842 (online) ISSN 0025-5718 (print)

The 2020 MCQ for Mathematics of Computation is 1.78.

What is MCQ? The Mathematical Citation Quotient (MCQ) measures journal impact by looking at citations over a five-year period. Subscribers to MathSciNet may click through for more detailed information.

 

The numerical solution of equality constrained quadratic programming problems
HTML articles powered by AMS MathViewer

by Nira Dyn and Warren E. Ferguson PDF
Math. Comp. 41 (1983), 165-170 Request permission

Abstract:

This paper proves that a large class of iterative schemes can be used to solve a certain constrained minimization problem. The constrained minimization problem considered involves the minimization of a quadratic functional subject to linear equality constraints. Among this class of convergent iterative schemes are generalizations of the relaxed Jacobi, Gauss-Seidel, and symmetric Gauss-Seidel schemes.
References
  • Richard W. Cottle, Gene H. Golub, and Richard S. Sacher, On the solution of large, structured linear complementarity problems: the block partitioned case, Appl. Math. Optim. 4 (1977/78), no. 4, 347–364. MR 512218, DOI 10.1007/BF01442149
  • R. W. Cottle and J. S. Pang, On the convergence of a block successive overrelaxation method for a class of linear complementarity problems, Math. Programming Stud. 17 (1982), 126–138. MR 654696, DOI 10.1007/BFb0120964
  • R. W. Cottle, Application of a Block Successive Over-Relaxation Method to a Class of Constrained Matrix Problems, Tech. Report SOL 81-20, Stanford University, November 1981. N. Dyn & W. Ferguson, Numerical Construction of Smooth Surfaces from Aggregated Data, University of Wisconsin—Madison, Math. Res. Center, TSR #2129, October 1980.
  • Nira Dyn and Grace Wahba, On the estimation of functions of several variables from aggregated data, SIAM J. Math. Anal. 13 (1982), no. 1, 134–152. MR 641546, DOI 10.1137/0513010
  • Numerical methods for constrained optimization, Academic Press, London-New York, 1974. Edited by P. E. Gill and W. Murray. MR 0395227
  • G. Hadley, Nonlinear and dynamic programming, Addison-Wesley Publishing Co., Inc., Reading, Mass.-London, 1964. MR 0173543
  • David G. Luenberger, Hyperbolic pairs in the method of conjugate gradients, SIAM J. Appl. Math. 17 (1969), 1263–1267. MR 260153, DOI 10.1137/0117118
  • O. L. Mangasarian, Solution of symmetric linear complementarity problems by iterative methods, J. Optim. Theory Appl. 22 (1977), no. 4, 465–485. MR 458831, DOI 10.1007/BF01268170
  • C. C. Paige and M. A. Saunders, Solutions of sparse indefinite systems of linear equations, SIAM J. Numer. Anal. 12 (1975), no. 4, 617–629. MR 383715, DOI 10.1137/0712047
  • G. W. Stewart, Introduction to matrix computations, Computer Science and Applied Mathematics, Academic Press [Harcourt Brace Jovanovich, Publishers], New York-London, 1973. MR 0458818
  • Waldo R. Tobler, Smooth pycnophylactic interpolation for geographical regions, J. Amer. Statist. Assoc. 74 (1979), no. 367, 519–536. MR 548256, DOI 10.1080/01621459.1979.10481647
  • Burton Wendroff, Theoretical numerical analysis, Academic Press, New York-London, 1966. MR 0196896
  • David M. Young, Iterative solution of large linear systems, Academic Press, New York-London, 1971. MR 0305568
Similar Articles
  • Retrieve articles in Mathematics of Computation with MSC: 90C20
  • Retrieve articles in all journals with MSC: 90C20
Additional Information
  • © Copyright 1983 American Mathematical Society
  • Journal: Math. Comp. 41 (1983), 165-170
  • MSC: Primary 90C20
  • DOI: https://doi.org/10.1090/S0025-5718-1983-0701631-X
  • MathSciNet review: 701631