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math.OC2025
Annealed Mean Field Descent Is Highly Effective for Quadratic Unconstrained Binary Optimization
Kyo Kuroki, Thiem Van Chu, Masato Motomura +1
In recent years, formulating various combinatorial optimization problems as Quadratic Unconstrained Binary Optimization (QUBO) has gained significant attention as a promising appro…
math.OC2022
Stochastic optimization: Glauber dynamics versus stochastic cellular automata
Bruno Hideki Fukushima-Kimura, Yoshinori Kamijima, Kazushi Kawamura +1
The topic we address in this paper concerns the minimization of a Hamiltonian function for an Ising model through the application of simulated annealing algorithms based on (single…