Assortment Optimization

The English translation of the provided Chinese text is: "Assortment Optimization refers to the scientific methods and algorithms used to optimize product offerings across different sales channels and time points in order to maximize sales performance and customer satisfaction. This process involves a comprehensive analysis of multiple factors such as market demand, inventory levels, pricing strategies, etc., aiming to enhance a company's market competitiveness and profitability. As a subtask of Reasoning, Assortment Optimization holds significant application value in the retail and e-commerce industries."