Read e-book online BONUS Algorithm for Large Scale Stochastic Nonlinear PDF

By Urmila Diwekar,Amy David

This ebook provides the main points of the BONUS set of rules and its actual global functions in parts like sensor placement in huge scale ingesting water networks, sensor placement in complex energy platforms, water administration in strength platforms, and means enlargement of power structures. A generalized procedure for stochastic nonlinear programming in line with a sampling established method for uncertainty research and statistical reweighting to procure likelihood info is verified during this e-book. Stochastic optimization difficulties are tricky to unravel on account that they contain facing optimization and uncertainty loops. There are basic techniques used to resolve such difficulties. the 1st being the decomposition strategies and the second one strategy identifies challenge particular constructions and transforms the matter right into a deterministic nonlinear programming challenge. those ideas have major boundaries on both the target functionality sort or the underlying distributions for the doubtful variables. furthermore, those equipment suppose that there are a small variety of situations to be evaluated for calculation of the probabilistic target functionality and constraints. This e-book starts to take on those concerns via describing a generalized technique for stochastic nonlinear programming difficulties. This name is most fitted for practitioners, researchers and scholars in engineering, operations examine, and administration technology who need a entire knowing of the BONUS set of rules and its purposes to the genuine world.

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BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems (SpringerBriefs in Optimization) by Urmila Diwekar,Amy David


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