News

AI ‘Godfather’ Yann LeCun: LLMs Are Nearing the End, but Better AI Is Coming

Yann LeCun, Chief AI Scientist at Meta, believes LLMs are doomed due to their inability to represent the high-dimensional ...
GitHub

The Platform for CEC 2023 Competition on "Large-scale Continuous Optimization for Non-contact Measurement"

Evolutionary algorithms (EAs) have been a popular optimization tool for decades, showing their promising performance in solving various benchmark optimization problems. Nevertheless, using EAs on ...
IEEE

Activation Function-Assisted Objective Space Mapping to Enhance Evolutionary Algorithms for Large-Scale Many-Objective Optimization

Abstract: Large-scale many-objective optimization problems (LSMaOPs) pose great difficulties for traditional evolutionary algorithms due to their slow search for Pareto-optimal solutions in huge ...
IEEE

Expensive Multiobjective Optimization Based on Information Transfer Surrogate

Abstract: Objective value estimation based on computationally efficient surrogate models is widely used to reduce the computational cost in solving expensive multiobjective optimization problems (MOPs ...