Towards Next Era of Multi-objective Optimization: Large Language Models as Architects of Evolutionary Operators.
Yuxiao HuangSheng-Hao WuWenjie ZhangJibin WuLiang FengKay Chen TanPublished in: CoRR (2024)
Keyphrases
- multi objective optimization
- language model
- genetic algorithm
- multi objective
- evolutionary algorithm
- language modeling
- evolutionary computation
- document retrieval
- estimation of distribution algorithms
- n gram
- information retrieval
- speech recognition
- multi objective optimization problems
- probabilistic model
- language modelling
- retrieval model
- differential evolution
- query expansion
- multi objective genetic algorithm
- pareto optimal
- nsga ii
- bi objective
- multiple objectives
- statistical language models
- ad hoc information retrieval
- language model for information retrieval
- context sensitive
- test collection
- translation model
- vector space model
- pseudo relevance feedback
- language models for information retrieval
- multi objective evolutionary algorithms
- smoothing methods
- genetic programming
- optimization algorithm
- pareto optimal set
- complex optimization problems
- neural network
- statistical language modeling
- bayesian networks
- multi objective genetic algorithms
- web search
- fitness function
- document ranking
- multiobjective optimization
- relevance model