Dynamic communication topologies for distributed heuristics in energy system optimization algorithms.
Stefanie HollyAstrid NießePublished in: FedCSIS (2021)
Keyphrases
- optimization problems
- communication cost
- orders of magnitude
- distributed computation
- communication overhead
- theoretical analysis
- data structure
- exact algorithms
- significant improvement
- distributed systems
- dynamic environments
- computationally efficient
- greedy heuristics
- discrete optimization
- optimization methods
- combinatorial optimization
- cooperative
- decision trees
- differential evolution
- energy consumption
- distributed environment
- search methods
- solution quality
- optimization algorithm
- evolutionary algorithm
- lower bound
- computational complexity
- open systems
- learning algorithm