Combinatorial optimization using dynamical phase transitions in driven-dissipative systems.
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review E"
DOI: 10.1103/physreve.95.022118
Abstract: The dynamics of driven-dissipative systems is shown to be well-fitted for achieving efficient combinatorial optimization. The proposed method can be applied to solve any combinatorial optimization problem that is equivalent to minimizing an Ising Hamiltonian.… read more here.
Keywords: combinatorial optimization; ising hamiltonian; analog; dissipative systems ... See more keywords
Continuous approximation of the Ising Hamiltonian: Exact ground states and applications to fidelity assessment in Ising machines.
Sign Up to like & getrecommendations! Published in 2024 at "Physical review. E"
DOI: 10.1103/w88d-7rqz
Abstract: In this study, we present an alternative analytical approach to solving large-scale Ising problems by reformulating the discrete Ising Hamiltonian into a continuous framework. This transformation enables us to derive exact solutions for a nontrivial… read more here.
Keywords: ising machines; ising hamiltonian; exact ground; approximation ising ... See more keywords
Modeling the Game of Go by Ising Hamiltonian, Deep Belief Networks and Common Fate Graphs
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2917442
Abstract: Three different models of the game of Go are developed by establishing an analogy between this game and physical systems susceptible to analysis under the well-known Ising model in two dimensions. The Ising Hamiltonian is… read more here.
Keywords: ising hamiltonian; fate graphs; model; deep belief ... See more keywords