Can Deep Learning Solve Parametric Mathematical Programming? An Application to 0-1 Linear Programming Through Image Representation.
Zhengxuan LingRui LiuYu ZhangXi ChenPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2022)
Keyphrases
- mathematical programming
- image representation
- linear programming
- deep learning
- image classification
- linear program
- multiscale
- object recognition
- bag of words
- image content
- visual words
- image features
- nonlinear programming
- image retrieval
- np hard
- unsupervised learning
- sparse representation
- optimal solution
- machine learning
- dynamic programming
- feature space
- sparse coding
- low level features
- information retrieval
- natural images
- combinatorial optimization
- mixed integer linear
- higher order
- d objects
- pattern recognition
- objective function
- training data
- genetic algorithm
- mental models
- data mining