Optimization - Theory and Algorithms

Methods of conjugate gradients for solving linear systems

Magnus R. Hestenes, Eduard Stiefel · Journal of research of the National Bureau of Standards · 1952 · 7.9K citations · Full text

Numerical Analysis, Numerical Computation, N Dimensional Ellipsoid +12

An algorithm for quadratic programming

Marguerite Frank, Philip Wolfe · Naval Research Logistics Quarterly · 1956 · 3K citations

Mathematical Programming, Engineering, Semi-definite Optimization +4

Multiplier and gradient methods

Magnus R. Hestenes · Journal of Optimization Theory and Applications · 1969 · 2.4K citations

Numerical Analysis, Variational Analysis, Pde-constrained Optimization +2

On general minimax theorems

Maurice Sion · Pacific Journal of Mathematics · 1958 · 1.9K citations · Full text

The Gradient Projection Method for Nonlinear Programming. Part I. Linear Constraints

J. B. Rosen · Journal of the Society for Industrial and Applied Mathematics · 1960 · 1.2K citations

Mathematical Programming, Numerical Analysis, Linear Constraints +15