GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized Reference Vector Guided Evolutionary Algorithm

This paper introduces the Tensorized Reference Vector Guided Evolutionary Algorithm (TensorRVEA), which leverages GPU acceleration and tensorization to enhance the computational efficiency and scalability of evolutionary multiobjective optimization, particularly for large-scale and many-objective problems.