Management Science · 1983 · 39 citations · 7 references
BusinessDecision SciencesProject ManagementDecision AnalysisDecision TheoryOptimizationProject RiskProject SelectionProject ValuationResource AllocationRisk AllocationUtility FunctionsAllocation Of ProjectsIndependenceMathematical Programming ModelsMulti-attribute Utility TheoryMultiplicative Utility ModelsPreferential IndependenceUtility Independence
Two major contributions are made to the problem of resource allocation to indivisible projects with uncertain outcomes: the concepts of preferential independence and utility independence for the space of discrete projects are defined, and a multiattribute utility theory is linked with mathematical programming for allocation. The utility function, as shown by Keeney, can be either multiplicative or additive. An overall procedure for structuring the model is outlined, a branch-and-bound algorithm for solving the multiplicative model is developed, and a numerical example is presented.
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Chance-Constrained Programming
A. Charnes, W. W. Cooper · Management Science · 1959 · 2.7K citations
Multiplicative Utility Functions
Ralph L. Keeney · Operations Research · 1974 · 410 citations
Peter C. Fishburn · Management Science · 1968 · 396 citations