Towards Utilitarian Combinatorial Assignment with Deep Neural Networks and Heuristic Algorithms.
Fredrik PräntareMattias TigerDavid BergströmHerman AppelgrenFredrik HeintzPublished in: TAILOR (2020)
Keyphrases
- neural network
- learning algorithm
- search algorithm
- data structure
- theoretical analysis
- computational cost
- greedy heuristic
- exact algorithms
- computational complexity
- pattern recognition
- dynamic programming
- significant improvement
- constraint satisfaction
- search strategies
- benchmark problems
- exhaustive search
- beam search
- stochastic local search
- machine learning