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yanghbu's Projects

2020.0210 icon 2020.0210

Variable Bound Tightening and Valid Constraints for Multiperiod Blending

2020.0211 icon 2020.0211

Disjoint Bilinear Optimization: A Two-stage Robust Optimization Perspective

2020.0259 icon 2020.0259

Support material for the paper "An Interior-Point Differentiable Path-Following Method to Compute Stationary Equilibria in Stochastic Games"

2020.0301 icon 2020.0301

An Iterated Dual Substitution Approach for Binary Integer Programming Problems under the Min-Max Regret Criterion

2021.0129 icon 2021.0129

Robust Stochastic Facility Location: Sensitivity Analysis and Exact Solution

2021.1096 icon 2021.1096

Distributionally Robust Optimization under Decision-Dependent Ambiguity Set with Applications to Machine Scheduling and Humanitarian Logistics

a-mdvrp-1 icon a-mdvrp-1

Asymmetric multi-depot vehicle routing problems: valid inequalities and a branch-and-cut algorithm

data-driven-optimization icon data-driven-optimization

A repository holding methods from data-driven-optimization used in data science and operations research including sample average approximations, bandit problems, robust optimization, stochastic optimization and reinforcement learning.

dro icon dro

recovering best statistical guarantees via the empirical divergence-based distributionally robust optimization

group_dro icon group_dro

Distributionally robust neural networks for group shifts

hgs-carp icon hgs-carp

Hybrid Genetic Search for Arc Routing Problems. From "Node, edge, arc routing and turn penalties : Multiple problems -- One neighborhood extension, Operations Research, 65(4), 2017", by Thibaut Vidal.

hgs-tdcarp icon hgs-tdcarp

Source code associated with the paper: "Vidal, T., Martinelli, R., Pham, T. A., & Hà, M. H. (2021). Arc routing with time-dependent travel times and paths. Transportation Science."

interesting-python icon interesting-python

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

locationcovering icon locationcovering

Exact Branch-and-Benders-cut algorithm for the Maximal Covering Location Problem and for the Partial Set Covering Location Problem

p-dro icon p-dro

Code for the papers "Modeling the Second Player in Distributionally Robust Optimization" and "Distributionally Robust Models with Parametric Likelihood Ratios"

rsome icon rsome

Robust Stochastic Optimization Made Easy

zero icon zero

ZERO is a modular C++ library interfacing Mathematical Programming and Game Theory.

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