NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions.
Rindranirina RamamonjisonTimothy T. YuRaymond LiHaley LiGiuseppe CareniniBissan GhaddarShiqi HeMahdi MostajabdavehAmin Banitalebi-DehkordiZirui ZhouYong ZhangPublished in: CoRR (2023)
Keyphrases
- natural language descriptions
- natural language
- optimization problems
- traveling salesman problem
- evolutionary algorithm
- cost function
- metaheuristic
- combinatorial optimization
- optimization methods
- natural language processing
- natural language understanding
- objective function
- linguistic knowledge
- natural language interface
- question answering
- nonlinear programming
- semantic analysis
- information extraction
- natural language text
- problems involving
- international competition
- knowledge representation
- multi objective
- machine learning
- ant colony optimization
- simulated annealing
- real world
- natural language questions
- information technology
- optimal solution
- image sequences
- genetic algorithm
- real time