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Smarter optimization model could cut bridge and building materials by up to 90%

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

Gurobi Optimization, LLC: Gurobi's Research Leadership Recognized Across Leading Scientific Organizations

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 ...
IEEE

An Efficient Mixed-Integer Programming Model for Nonintrusive Load Monitoring With Distributionally Robust Feature Extraction

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 ...
IEEE

A Two-Stage Mixed Integer Programming Model for Distributionally Robust State-Based Non-Intrusive Load Monitoring

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 ...
GitHub

Constraint Matters: Multi-modal Representation for Reducing Mixed-Integer Linear Programming

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 ...
GitHub

PyEPO: A PyTorch-based End-to-End Predict-then-Optimize Tool

@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 ...
Scientific Research Publishing

Canakgoz, N.A. and Beasley, J.E. (2009) Mixed-integer Programming Approaches for Index Tracking and Enhanced Indexation.

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.