Structure and Algorithm for Path of Solutions to a Class of Fused Lasso Problems.
Cheng LuPublished in: CoRR (2020)
Keyphrases
- benchmark problems
- optimal solution
- dynamic programming
- learning algorithm
- approximate solutions
- tree structure
- shortest path problem
- optimal or near optimal
- multi class classification
- path finding
- cost function
- graph structure
- combinatorial optimization
- worst case
- np hard
- greedy algorithms
- optimal path
- test problems
- iterative algorithms
- solution space
- convergence rate
- reinforcement learning
- data fusion
- ant colony optimization
- detection algorithm
- optimization algorithm
- k means
- lower bound
- objective function
- cross validation
- heuristic methods
- model selection
- optimization problems
- simulated annealing
- evolutionary algorithm
- efficient solutions
- computational complexity
- combinatorial optimisation