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2016

Some applications of polynomial optimization in operations research and real-time decision making

11 months 17 days ago
Some applications of polynomial optimization in operations research and real-time decision making
We demonstrate applications of algebraic techniques that optimize and certify polynomial inequalities to problems of interest in the operations research and transportation engineering communities. Three problems are considered: (i) wireless coverage of targeted geographical regions with guaranteed signal quality and minimum transmission power, (ii) computing real-time certificates of collision avoidance for a simple model of an unmanned vehicle (UV) navigating through a cluttered environment, and (iii) designing a nonlinear hovering controller for a quadrotor UV, which has recently been used for load transportation. On our smaller-scale applications, we apply the sum of squares (SOS) relaxation and solve the underlying problems with semidefinite programming. On the larger-scale or real-time applications, we use our recently introduced “SDSOS Optimization” techniques which result in second order cone programs. To the best of our knowledge, this is the first study of real-time ap...
Amir Ali Ahmadi, Anirudha Majumdar
Added 08 Apr 2016
Updated 08 Apr 2016
Type Journal
Year 2016
Where OL
Authors Amir Ali Ahmadi, Anirudha Majumdar
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