PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python.
Baptiste GoujaudCéline MoucerFrançois GlineurJulien M. HendrickxAdrien B. TaylorAymeric DieuleveutPublished in: CoRR (2022)
Keyphrases
- computer assisted
- optimization methods
- worst case
- optimization method
- optimization problems
- upper bound
- computer aided
- simulated annealing
- lower bound
- average case
- global convergence
- first order logic
- open source
- stochastic methods
- optimization approaches
- intraoperative
- programming language
- np hard
- unconstrained optimization
- foreign language
- continuous optimization
- efficient optimization
- particle swarm
- scripting language
- trust region
- gradient method
- quasi newton
- inverse problems
- computer assisted instruction
- information retrieval
- bayesian network models
- metaheuristic
- optimization algorithm
- computational complexity
- genetic algorithm