Juan Pablo Vielma

Publications

2.3K

Citations

H-Index

2005

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Georgia Institute of Technology

University of Pittsburgh

University of Chile

Google (United States)

Juan Pablo Vielma is an author at Massachusetts Institute of Technology specializing in engineering, mathematical programming, and integer programming.

ORCID

Top concepts

EngineeringMathematical ProgrammingInteger ProgrammingLinear ProgrammingCombinatorial OptimizationOperations ResearchComputer ScienceDiscrete MathematicsNumerical AnalysisConvex Optimization

Publications per year

2005–2023

Publications

Mixed-Integer Models for Nonseparable Piecewise-Linear Optimization: Unifying Framework and Extensions

Juan Pablo Vielma, Shabbir Ahmed, George L. Nemhauser · Operations Research · 2009 · 352 citations

Mathematical Programming, Numerical Analysis, Continuous Piecewise-linear Functions +19

JuMP 1.0: recent improvements to a modeling language for mathematical optimization

Miles Lubin, Oscar Dowson, Joaquim Dias Garcia et al. · Mathematical Programming Computation · 2023 · 277 citations · Full text

Mathematical Programming, Numerical Analysis, Parametric Programming +7

Modeling disjunctive constraints with a logarithmic number of binary variables and constraints

Juan Pablo Vielma, George L. Nemhauser · Mathematical Programming · 2009 · 266 citations

Strong mixed-integer programming formulations for trained neural networks

Ross Anderson, Joey Huchette, Will Ma et al. · Mathematical Programming · 2020 · 156 citations

Mathematical Programming, Engineering, Machine Learning +6

A Lifted Linear Programming Branch-and-Bound Algorithm for Mixed-Integer Conic Quadratic Programs

Juan Pablo Vielma, Shabbir Ahmed, George L. Nemhauser · INFORMS journal on computing · 2008 · 143 citations

Mathematical Programming, Numerical Analysis, Lifted Polyhedral Relaxation +15

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