%0 Report %9 IIASA Working Paper %A Lence, B.J. %A Ruszczynski, A. %C IIASA, Laxenburg, Austria %D 1996 %F iiasa:4961 %T Managing Water Quality under Uncertainty: Application of a New Stochastic Branch and Bound Method %U https://pure.iiasa.ac.at/id/eprint/4961/ %X The problem of water quality management under uncertain emission levels, reaction rates and pollutant transport is considered. Various performance measures: reliability, resiliency and vulnerability are taken into account. A general methodology for finding a cost-effective water quality management program is developed. The approach employs a new idea of the stochastic branch and bound method, which combines random estimates of the performance for subsets of decisions with iterative refinement of the most promising subsets.