Yuxin Zhang received her Master of Business Administration from the University of Toyama, Toyama, Japan in 2023. She worked as an intern in the investment and development department of Shimao Service Group, where she was mainly responsible for market development and writing cooperation proposals. She is also interested in artificial intelligence algorithm research and is currently working as a trainee algorithm engineer at Wesoft Company Ltd. as an online intern. Her current research interests are time series prediction, differential evolution, artificial neuron model, complex systems, economics, and marketing.