Fully Dynamic Algorithm for Constrained Submodular Optimization.
Silvio LattanziSlobodan MitrovicAshkan Norouzi-FardJakub TarnawskiMorteza ZadimoghaddamPublished in: NeurIPS (2020)
Keyphrases
- optimization algorithm
- improved algorithm
- experimental evaluation
- objective function
- computational complexity
- cost function
- learning algorithm
- detection algorithm
- computationally efficient
- times faster
- computational cost
- dynamic programming
- preprocessing
- optimal solution
- np hard
- worst case
- high accuracy
- k means
- neural network
- path planning
- energy function
- constrained optimization
- recognition algorithm
- concave convex procedure
- clustering method
- significant improvement
- ant colony optimization
- optimization method
- dynamic environments
- combinatorial optimization
- convex hull
- expectation maximization
- particle swarm optimization
- optimization model
- search space