convex optimization 1distribution estimation 1failure rate constraints 1noisy quantile data 1reliability 1
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math.OC2025
A new method for reducing algebraic programs to polynomial programs
Muhammad Maaz, Adam W. StrzeboÅski
We consider a generalization of polynomial programs: algebraic programs, which are optimization or feasibility problems with algebraic objectives or constraints. Algebraic function…
math.OC2024
Exact sensitivity analysis of Markov reward processes via algebraic geometry
Timothy C. Y. Chan, Muhammad Maaz
We introduce a new approach for deterministic sensitivity analysis of Markov reward processes, commonly used in cost-effectiveness analyses, via reformulation into a polynomial sys…