Optimization by linear kinetic equations and mean-field Langevin dynamics.
Lorenzo PareschiPublished in: CoRR (2024)
Keyphrases
- linear systems
- linear complexity
- closed form
- optimization algorithm
- dynamical systems
- quadratic programming
- optimization process
- deterministic annealing
- numerical solution
- monte carlo
- newton raphson
- highly non linear
- square root
- bayesian inference
- belief networks
- global optimization
- em algorithm
- markov random field
- optimization problems
- biochemical networks
- angular velocity
- closed form solutions
- differential equations
- dynamic model
- optimization method
- experimental data
- mathematical model
- particle swarm optimization