A Critical Examination of Large Language Model Capabilities in Iteratively Refining Differential Evolution Algorithm.
Michal PluhacekJozef KovácPeter JankuTomas KadavyRoman SenkerikAdam ViktorinPublished in: GECCO Companion (2024)
Keyphrases
- language model
- differential evolution algorithm
- language modeling
- differential evolution
- evolutionary algorithm
- global numerical optimization
- control parameters
- probabilistic model
- n gram
- document retrieval
- speech recognition
- information retrieval
- test collection
- retrieval model
- query expansion
- ad hoc information retrieval
- statistical language models
- language modelling
- mixture model
- query terms
- optimization model
- context sensitive
- optimization algorithm
- genetic algorithm
- multi objective
- translation model
- query specific
- document length
- optimization method
- machine learning
- particle swarm optimization pso
- learning algorithm
- relevance model
- statistical machine translation
- smoothing methods
- traveling salesman problem
- information retrieval systems