Globally optimal solutions to a class of fractional optimization problems based on proximity gradient algorithm.
Yizun LinZhao-Rong LaiCheng LiPublished in: CoRR (2023)
Keyphrases
- cost function
- learning algorithm
- multi class classification
- globally optimal solutions
- preprocessing
- objective function
- optimization problems
- similarity measure
- improved algorithm
- experimental evaluation
- times faster
- matching algorithm
- energy function
- optimization algorithm
- high accuracy
- multi class
- detection algorithm
- theoretical analysis
- convex hull
- linear programming
- convergence rate
- computational cost
- k means
- search space
- optimal solution
- combinatorial optimization
- neural network
- computationally efficient
- particle swarm optimization
- probabilistic model
- significant improvement
- evolutionary algorithm
- computational complexity