Population Games and Discrete Optimal Transport
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Nonlinear Science"
DOI: 10.1007/s00332-018-9507-5
Abstract: We propose an evolutionary dynamics for population games with discrete strategy sets, inspired by optimal transport theory and mean field games. The proposed dynamics is the Smith dynamics with strategy graph structure, in which payoffs… read more here.
Keywords: population games; games discrete; optimal transport; transport ... See more keywords
Second-order KKT optimality conditions for multiobjective discrete optimal control problems
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Global Optimization"
DOI: 10.1007/s10898-020-00935-7
Abstract: This paper deals with second-order necessary and sufficient optimality conditions of Karush–Kuhn–Tucker-type for local optimal solutions in the sense of Pareto to a class of multi-objective discrete optimal control problems with nonconvex cost functions and… read more here.
Keywords: second order; discrete optimal; control; optimality conditions ... See more keywords
DOTmark – A Benchmark for Discrete Optimal Transport
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Access"
DOI: 10.1109/access.2016.2639065
Abstract: The Wasserstein metric or earth mover’s distance is a useful tool in statistics, computer science and engineering with many applications to biological or medical imaging, among others. Especially in the light of increasingly complex data,… read more here.
Keywords: discrete optimal; transport; optimal transport; benchmark discrete ... See more keywords
Consensus-Based Distributed Discrete Optimal Transport for Decentralized Resource Matching
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Signal and Information Processing over Networks"
DOI: 10.1109/tsipn.2019.2910476
Abstract: Optimal transport has been extensively used in resource matching to promote the efficiency of resource usages by matching sources to targets. However, it requires a significant amount of computations and storage spaces for large-scale problems.… read more here.
Keywords: consensus based; discrete optimal; resource; resource matching ... See more keywords