Cao, Yang, and Hedong Peng. “Q-LSHADE-PS: An Individual-Level Adaptive Differential Evolution With Q-Learning and History-Based Parameter Adaptation”. International Journal of Computer Science and Information Technology, vol. 8, no. 5, May 2026, pp. 9-30, https://doi.org/10.62051/ijcsit.v8n5.02.