Dissipative Gradient Descent Ascent Method: A Control Theory Inspired Algorithm for Min-Max Optimization.
Tianqi ZhengNicolas LoizouPengcheng YouEnrique MalladaPublished in: IEEE Control. Syst. Lett. (2024)
Keyphrases
- min max
- optimization algorithm
- cost function
- objective function
- optimization method
- dynamic programming
- control theory
- max min
- learning algorithm
- support vector machine svm
- convergence rate
- multiobjective optimization
- stochastic gradient descent
- image processing
- np hard
- hill climbing
- linear model
- harmony search
- genetic algorithm
- optical flow
- control law
- simulated annealing
- differential evolution
- mathematical model
- support vector machine
- multi modal
- particle swarm optimization