Mathematical Programming · 1977 · 245 citations · 17 references
ComputingComputer ScienceAlgorithmsOptimizationConvex AnalysisConvex OptimizationGradient-based OptimizationNonlinear ProgrammingNumerical AlgorithmsOptimization TheoryConvergenceGradient DescentLarge-scale Convex OptimizationOptimal Convergence RatesStochastic Gradient Descent
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Introduction to linear and nonlinear programming
E. Polak · IEEE Transactions on Automatic Control · 1974 · 2.1K citations
Validation of subgradient optimization
Michael Held, Philip Wolfe, Harlan Crowder · Mathematical Programming · 1974 · 1.4K citations
Constrained minimization methods
E. S. Levitin, B. T. Polyak · USSR Computational Mathematics and Mathematical Physics · 1966 · 852 citations