In 2022, global production of construction materials accounted for more than 7% of total carbon emissions. But how many of ...

Awards recognize foundational research that helped shape the fields of mixed-integer and nonlinear optimization-and reflect the company's deep scientific roots. Gurobi Optimization, LLC, the leader ...

Abstract: For the nonintrusive load monitoring problem, we propose a new efficient mixed-integer linear programming model. Compared to other optimization-based models that are only capable of ...

Forest management plans have the objective to defining prescriptions for specific stands. The planning process is an essential phase and need meet the objective of forest management (Bettinger et. al.

As a crucial link between the inland area and maritime transport, a port’s importance is undeniable. The expanding maritime transport economy has heightened the need for improved port operational ...

Abstract: This paper presents a non-intrusive load monitoring (NILM) model based on two-stage mixed-integer linear programming theory. Compared with other mixed integer optimization-based models, this ...

Official implementation of the paper: "CONSTRAINT MATTERS: MULTI-MODAL REPRESENTATION FOR REDUCING MIXED-INTEGER LINEAR PROGRAMMING", accepted by ICLR 2026. Model reduction is a powerful way to ...

Urban development is never merely an act of construction; it is an act of balancing competing priorities. Town planning sits at the intersection of economics, social equity, and environmental ...

@article{tang2024, title={PyEPO: a PyTorch-based end-to-end predict-then-optimize library for linear and integer programming}, author={Tang, Bo and Khalil, Elias B ...

ABSTRACT: With the development of the domestic economy and the increase in household income, the demand for investment has been growing, and funds are widely favored for their safety and flexibility.