
arXiv: 1707.09305
handle: 21.11116/0000-0008-5CB7-3
We present an algorithm to compute all $n$ nondominated points of a multicriteria discrete optimization problem with $d$ objectives using at most $\mathcal{O}(n^{\lfloor d/2 \rfloor})$ scalarizations. The method is similar to algorithms by Przybylski et al. (2010) and by Klamroth et al. (2015) with the same complexity. As a difference, our method employs a tropical convex hull computation, and it exploits a particular kind of duality which is special for the tropical cones arising. This duality can be seen as a generalization of the Alexander duality of monomial ideals.
19 pages, 2 figures; discussed further related work
monomial ideals, discrete multicriteria optimization, tropical convexity, Mathematics - Commutative Algebra, Commutative Algebra (math.AC), Applications of tropical geometry, Optimization and Control (math.OC), FOS: Mathematics, 90C29, 14T05, 13D02, Mathematics - Combinatorics, Combinatorics (math.CO), Mathematics - Optimization and Control, Multi-objective and goal programming
monomial ideals, discrete multicriteria optimization, tropical convexity, Mathematics - Commutative Algebra, Commutative Algebra (math.AC), Applications of tropical geometry, Optimization and Control (math.OC), FOS: Mathematics, 90C29, 14T05, 13D02, Mathematics - Combinatorics, Combinatorics (math.CO), Mathematics - Optimization and Control, Multi-objective and goal programming
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