A Tutorial on the Structure of Distributed Optimization Algorithms.
Bryan Van ScoyLaurent LessardPublished in: CDC (2023)
Keyphrases
- optimization problems
- orders of magnitude
- computational efficiency
- learning algorithm
- distributed systems
- computationally efficient
- combinatorial optimization
- optimization methods
- constrained optimization
- discrete optimization
- stochastic search
- cooperative
- computational cost
- probabilistic model
- distributed computation
- approximately optimal