Machine Learning Meliorates Computing and Robustness in Discrete Combinatorial Optimization Problems.
Fushing HsiehKevin FujiiCho-Jui HsiehPublished in: Frontiers Appl. Math. Stat. (2016)
Keyphrases
- combinatorial optimization problems
- machine learning
- optimization problems
- knapsack problem
- combinatorial optimization
- metaheuristic
- discrete optimization
- ant colony optimization
- traveling salesman problem
- job shop scheduling
- shortest path problem
- continuous optimization problems
- vehicle routing problem
- machine learning algorithms
- evolutionary algorithm
- exact algorithms
- data mining
- machine learning methods
- information extraction
- job shop scheduling problem
- learning algorithm
- continuous optimization
- decision trees
- min cost
- objective function
- optimal solution
- shortest path
- query expansion
- unsupervised learning
- cost function