Autonomous Design of Efficient and Effective Knowledge Transfer Models for Evolutionary Multi-task Optimization

The proposed LLM-assisted optimization framework (LLMOF) autonomously generates innovative knowledge transfer models that achieve superior performance in terms of both efficiency and effectiveness across diverse evolutionary multi-task optimization scenarios.