Local and Global Optima: Sheaves and Polynomial Approximations

Fernando Tohm\'e

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Abstract: In this paper, we analyze how global optima of an agent's preferences can be reconstructed from the solutions found for local problems. A sheaf-theoretic analysis provides an abstract characterization of the global solution, and polynomial approximations are obtained when only a few local instances are available.

Date: 2025-03
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