2 papers
cs.DS2026
Random Proposals: A Softmax-Based Local-Improvement Framework for Maximum Weighted Matching
Ahmed M. Alzuhair, Ahmed Alherz
We propose a randomized local-improvement algorithm for the Maximum Weighted Matching (MWM) problem. Our method introduces a softmax-based biased sampling mechanism that achieves l…
cond-mat.stat-mech2026
Non-Markovian Entropy Dynamics in Living Systems from the Keldysh Formalism
Feiyi Liu, Min Guo, Hongwei Tan +1
Living systems are open nonequilibrium systems that continuously exchange energy, matter, and information with their environments, leading to stochastic dynamics with memory and ac…