High-Dimensional Expensive Optimization by Classification-based Multiobjective Evolutionary Algorithm with Dimensionality Reduction. - Yuma Horaguchi; Masaya Nakata (SICE, 2023)

A Dual Surrogate-Based Evolutionary Algorithm for High-Dimensional Expensive Multiobjective Optimization Problems. - Yuma Horaguchi; Masaya Nakata (CEC, 2024)

Oversampling-Guided Search for Evolutionary Multiobjective Optimization. - Norihiro Kimoto; Yuma Horaguchi; Masaya Nakata (CEC, 2024)

Evolutionary multiobjective optimization assisted by scalarization function approximation for high-dimensional expensive problems. - Yuma Horaguchi; Kei Nishihara 001; Masaya Nakata (Swarm Evol. Comput., 2024)

High-Dimensional Expensive Multiobjective Optimization Using a Surrogate-Assisted Multifactorial Evolutionary Algorithm. - Yuma Horaguchi; Masaya Nakata (GECCO, 2025)