Dino Wu, Nathaniel Park, et al.
ACS Fall 2022
Assortment planning, an important seasonal activity for any retailer, involves choosing the right subset of products to stock in each store. While existing approaches only maximize the expected revenue, we propose including the environmental impact too, through the Higg Material Sustainability Index. The trade-off between revenue and environmental impact is balanced through a multi-objective optimization approach, that yields a Pareto-front of optimal assortments for merchandisers to choose from. Using the proposed approach on a few product categories of a leading fashion retailer shows that choosing assortments with lower environmental impact with a minimal impact on revenue is possible.
Dino Wu, Nathaniel Park, et al.
ACS Fall 2022
Etienne Eben Vos, Ashley Daniel Gritzman, et al.
NeurIPS 2020
Guojing Cong, Talia Ben Naim, et al.
ICDM 2022
Tayebeh Bahreini, Asser Tantawi
Cloud Native Sustainability Week 2023