Prediction Based Optimization Professors in Global

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Professor

Albert Berahas

University of Michigan United States of America

machine learning optimization

stochastic optimization

distributed optimization

constrained optimization

nonlinear optimization

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Professor

Vijaya Raghavendra Bollapragada

University of Texas at Austin United States of America

stochastic optimization

optimization algorithms

distributed optimization

constrained optimization

nonlinear optimization

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Professor

Eric Kerrigan

Imperial College London United Kingdom

control optimization

multi-objective optimization

model predictive control

dynamic optimization

numerical optimization methods

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Professor

Cynthia Vinzant

University of Washington United States of America

mathematical optimization

combinatorial optimization

linear optimization

discrete optimization

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Professor

Kalyanmoy Deb

Michigan State University United States of America

computational optimization

process optimization

hybrid optimization algorithms

multi-objective optimization

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Professor

Dick Den Hertog

University of Amsterdam Netherlands

linear optimization

optimization in machine learning

robust optimization

nonlinear optimization

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Professor

John Jørgensen

Technical University of Denmark Denmark

numerical optimization

process optimization

model predictive control

dynamic optimization

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Professor

Mahdi Mehrtash

Johns Hopkins University United States of America

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stochastic optimization

distributed optimization

power system optimization

global optimization

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Professor

Yassine Yaakoubi

Concordia University Canada

machine learning-augmented optimization

large-scale combinatorial optimization

probabilistic machine learning

supply value chain optimization

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Professor

Ann-brith Strömberg

University of Gothenburg Sweden

simulation-based optimization

mathematical optimization

multi-objective optimization

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Professor

Siva Maguluri

Georgia Institute of Technology United States of America

stochastic optimization

distributed optimization

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Professor

Juergen Branke

Warwick Business School United Kingdom

simulation-based optimization

bayesian optimization

multi-objective optimization

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Professor

Bartolomeo Stellato

Princeton University United States of America

mathematical optimization

differentiable optimization

large scale optimization

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Professor

Yashar Pourrahimian

University of Alberta Canada

data-driven optimization

mining optimization

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Professor

Shixuan Zhang

Texas A&M University United States of America

polynomial optimization

stochastic optimization

robust optimization

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Professor

Michael Patriksson

University of Gothenburg Sweden

mathematical optimization

combinatorial optimization

nonlinear optimization

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Professor

Nathan Kallus

Cornell University Netherlands

stochastic optimization

robust optimization

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Professor

Chaoyue Zhao

University of Washington United States of America

data-driven optimization

stochastic optimization

robust optimization

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Professor

Xu Zhou

Imperial College London United Kingdom

stochastic optimization

distributed optimization

robust optimization

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Professor

Sven Polak

Tilburg University Netherlands

combinatorial optimization

polynomial semidefinite optimization

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Professor

Jean-françois Côté

Laval University Canada

mathematical optimization

combinatorial network optimization

optimization under uncertainty

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