Interactions of Uncertainty and Optimization: Theory, Algorithms, and Applications to Chemical Site Operations
This thesis explores different paradigms for incorporating uncertainty with optimization frameworks for applications in chemical engineering and site-wide operations. First, we address the simulation optimization problem, which deals with the search for optimal input parameters to black-box stochast...
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| Format: | Others |
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Research Showcase @ CMU
2014
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| Online Access: | http://repository.cmu.edu/dissertations/438 http://search.library.cmu.edu/vufind/Record/1408778 |