Management Science · 1960 · 43 citations · 2 references
Natural SciencesDecision SciencesEconomicsDecision TheoryOptimizationUncertainty QuantificationContinuous OptimizationDemand TheoryDiscrete OptimizationOptimization In EconomicsOptimization Under UncertaintyStochastic OptimizationDemand UncertaintyOptimization Under Demand UncertaintyResource Allocation Under Uncertainty
The problem of allocation under uncertain demand, when the latter has a continuous distribution function, is treated. A necessary and sufficient condition for optimality is given, and a numerical example is solved. This solution is compared with the L.P. solutions obtained under the assumptions of constant demand and demand with discrete d.f. It is seen that considerable savings can be realized by considering d.f.'s as continuous if they so occur in nature.
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Gradient Methods for Constrained Maxima
Kenneth J. Arrow, Leonid Hurwicz · Operations Research · 1957 · 22 citations