Leveraging Large Language Models for the Generation of Novel Metaheuristic Optimization Algorithms.
Michal PluhacekAnezka KazikovaTomas KadavyAdam ViktorinRoman SenkerikPublished in: GECCO Companion (2023)
Keyphrases
- optimization problems
- metaheuristic
- language model
- combinatorial optimization
- combinatorial optimization problems
- continuous optimization
- hybrid algorithms
- vehicle routing problem
- tabu search
- optimization method
- simulated annealing
- genetic algorithm
- harmony search
- language modeling
- probabilistic model
- benchmark instances
- objective function
- path relinking
- information retrieval
- suboptimal solutions
- benchmark problems
- solution quality
- evolutionary algorithm
- test collection
- language modelling
- search space
- ant colony optimization
- language models for information retrieval
- statistical language models
- estimation of distribution algorithms
- mathematical programming
- knapsack problem
- traveling salesman problem
- n gram