Approximation Algorithm for Maximizing Nonnegative Weakly Monotonic Set Functions.
Min CuiDonglei DuDachuan XuRuiqi YangPublished in: CSoNet (2021)
Keyphrases
- objective function
- worst case
- experimental evaluation
- learning algorithm
- expectation maximization
- k means
- input data
- optimal solution
- solution space
- error tolerance
- dynamic programming
- cost function
- significant improvement
- preprocessing
- np hard
- closed form
- neural network
- linear programming
- approximation ratio
- clustering method
- simulated annealing
- optimization algorithm
- probabilistic model
- computational complexity
- theoretical analysis
- particle swarm optimization
- least squares
- error bounds
- approximation algorithms
- initial set
- computational cost
- constant factor approximation algorithm