Classifications:

T - technical report containing original results of a novel nature, suitable for publication in a major journal

R - project completion report containing results from a sponsored research project

W - working paper, containing important and significant findings, possibly incomplete but accurate and sound

Please note: Some of our faculty members list their publications on their own web site. Please visit the Faculty page for their web sites.

 

Report No. Author(s) Title (linking to a PDF report) Date Uploaded
24T-002 Yuhao Huang
Qingsong Wang
Akwum Onwunta
Bao Wang
Efficient Score Matching With Deep Equilibrium Layers 2/21/2023
24T-001 Antonio De Rosa
Aida Khajavirad
On the Power of Linear Programming for K-means Clustering 2/8/2024
23T-030 Mengqi Hu
Bian Li
Yi-An Ma
Yifei Lou
Xiu Yang
A Gradient-Based Optimization Method Using the Koopman Operator 12/22/2023
23T-029 Mohammadhossein Mohammadisiahroudi
Brandon Augustino
Pouya Sampourmahani
Tamás Terlaky
Quantum Computing Inspired Iterative Refinement for Semidefinite Optimization 12/18/2023
23T-028 Muqing Zheng
Bo Peng  
Ang Li
Xiu Yang
Karol Kowalski
Unleashed from Constrained Optimization: Quantum Computing for Quantum Chemistry Employing Generator Coordinate Method 12/15/2023
23T-027 Tommaso Giovannelli
Oumaima Sohab
Luis Nunes Vicente
The Limitation of Neural Nets for Approximation and Optimization 11/21/2023
23T-026 Mohammadhossein Mohammadisiahroudi
Zeguan Wu
Brandon Augustino
Arielle Carr
Tamás Terlaky
Improvements to Quantum Interior Point Method for Linear Optimization 10/11/2023
23T-025 Clément W. Royer
Oumaima Sohab
Luis Nunes Vicente
Full-Low Evaluation Methods For Bound and Linearly Constrained Derivative-Free Optimization 10/2/2023
23T-024 Alberto Del Pia
Aida Khajavirad
The Pseudo-Boolean Polytope and Polynomial-Size Extended Formulations for Binary Polynomial Optimization 9/18/2023
23T-023 Valentin Leplat
Le Thi Khanh Hien
Akwum Onwunta
Nicolas Gillis
Deep Nonnegative Matrix Factorization with Beta Divergences 9/15/2023
23T-022 Akwum Onwunta
Clément W. Royer
Complexity Analysis of Regularization Methods for Implicitly Constrained Least-Squares 9/14/2023
23T-021 Brendan Ruskey
Lawrence V. Snyder
A New Multiobjective Heuristic For Creating Political Redistricting Plans While Maximizing Similarity To A Previously-Used Plan 9/6/2023
23T-020 Ramin Fakhimi
Hamidreza Validi  
Illya V. Hicks
Tamás Terlaky
Luis F. Zuluaga
On Hamiltonians of the Max k-cut Problem 8/7/2023
23T-019 Frank E. Curtis
Xin Jiang
Qi Wang
Almost-Sure Convergence of Iterates and Multipliers in Stochastic Sequential Quadratic Optimization 8/7/2023
23T-018 Frank E. Curtis
Vyacheslav Kungurtsev
Daniel P. Robinson
Qi Wang
A Stochastic-Gradient-based Interior-Point Algorithm for Solving Smooth Bound-Constrained Optimization Problems 5/1/2023
23T-017 Frank E. Curtis
Daniel P. Robinson
Baoyu Zhou
Sequential Quadratic Optimization for Stochastic Optimization with Deterministic Nonlinear Inequality and Equality Constraints 3/1/2023
23T-016 Rodolfo A. Quintero
Luis F. Zuluaga
QUBO Formulations of Combinatorial Optimization Problems for Quantum Computing Devices 2/15/2023
23T-015 Yutong Dai
Guanyi Wang
Frank E. Curtis
Daniel P. Robinson
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization 2/14/2023
23T-014 Ramin Fakhimi
Hamidreza Validi
Quantum Approximate Optimization Algorithm (QAOA) 2/13/2023
23T-013 Tommaso Giovannelli
Griffin Kent
Luis Nunes Vicente
Multi-Objective Lower-Level Problem: Risk-Neutral and Risk-Averse Formulations 2/13/2023
23T-012 Pouya Sampourmahani
Mohammadhossein Mohammadisiahroudi
Tamás Terlaky
On Semidefinite Representations of Second-Order Conic Optimization Problems 1/30/2023
23T-011 Harbir Antil
Sergey Dolgov
Akwum Onwunta
State-Constrained Optimization Problems Under Uncertainty: A Tensor Train Approach 1/20/2023
23T-010 Mohammadhossein Mohammadisiahroudi
Ramin Fakhimi
Brandon Augustino
Tamás Terlaky
Generating Linear, Semidefinite, and Second-order Cone Optimization Problems for Numerical Experiments 1/11/2023
23T-009 Bian Li
Yue Yu
Xiu Yang
The Sparse-Grid-Based Adaptive Spectral Koopman Method 1/9/2023
23T-008 Mohammadhossein Mohammadisiahroudi
Tamás Terlaky
Quantum IPMs for Linear Optimization 1/6/2023
23T-007 Mohammadhossein Mohammadisiahroudi
Brandon Augustino
Ramin Fakhimi
Giacomo Nannicini
Tamás Terlaky
Exponentially More Precise Tomography for Quantum Linear System Solutions via Iterative Refinement 1/6/2023
23T-006 Mohammadhossein Mohammadisiahroudi
Brandon Augustino
Ramin Fakhimi
Giacomo Nannicini
Tamás Terlaky
Accurately Solving Linear Systems with Quantum Oracles 1/6/2023
23T-005 Bian Li
Yi-An Ma
J. Nathan Kutz
Xiu Yang
The Adaptive Spectral Koopman Method for Dynamical Systems 1/5/2023
23T-004 Yiming Fan
Huaiqian You
Xiaochuan Tian
Xiu Yang
Xingjie Li
Naveen Prakash
Yue Yu
A Meshfree Peridynamic Model for Brittle Fracture in Randomly Heterogeneous Materials 1/5/2023
23T-003 Muqing Zheng
Bo Peng
Nathan Wiebe
Ang Li
Xiu Yang
Karol Kowalski
Quantum Algorithms for Generator Coordinate Methods 1/5/2023
23T-002 Bian Li
Hanchen Wang
Xiu Yang
Youzuo Lin
Solving Seismic Wave Equations on Variable Velocity Models with Fourier Neural Operator 1/5/2023
23T-001 Zeguan Wu
Mohammadhossein Mohammadisiahroudi
Brandon Augustino
Xiu Yang
Tamás Terlaky
An Inexact Feasible Quantum Interior Point Method for Linearly Constrained Quadratic Optimization 1/5/2023
22T-019 Alberto Del Pia
Aida Khajavirad
The Multilinear Polytope of Beta-acyclic Hypergraphs Has Polynomial Extension Complexity 12/16/2022
22T-018 Ramin Fakhimi
Hamidreza Validi
Illya V. Hicks
Tamás Terlaky
Luis F. Zuluaga
On Relaxations of the Max k-cut Formulations 12/1/2022
22T-017 Chong You
Chi Li
Daniel P. Robinson
René Vidal
Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces 11/9/2022
22T-016 Yunchen Yang
Xinyue Zhang
Tianjiao Ding
Daniel P. Robinson
René Vidal
Manolis C. Tsakiris
Boosting RANSAC Via Dual Principal Component Pursuit 11/9/2022
22T-015 Mustafa D. Kaba
Mengnan Zhao
René Vidal
Daniel P. Robinson
Enrique Mallada
What is the Largest Sparsity Pattern that Can Be Recovered by 1-Norm Minimization? 11/9/2022
22T-014 Yutong Dai
Daniel P. Robinson
Inexact Proximal-Gradient Methods with Support Identification 11/7/2022
22T-013 Tommaso Giovannelli
Luis Nunes Vicente
An Integrated Assignment, Routing, and Speed Model For Roadway Mobility and Transportation With Environmental, Efficiency, and Service Goals 10/7/2022
22T-012 Aida Khajavirad On the Strength of Recursive McCormick Relaxations for Binary Polynomial Optimization 9/28/2022
22T-011 Mengqi Hu
Yifei Lou
Bao Wang
Ming Yan
Xiu Yang
Qiang Ye
Accelerated Sparse Recovery via Gradient Descent with Nonlinear Conjugate Gradient Momentum 8/29/2022
22T-010 Antonio De Rosa
Aida Khajavirad
Explicit Convex Hull Description of Bivariate Quadratic Sets With Indicator Variables 8/19/2022
22T-009 Didem Kochan
Zheng Zhang
Xiu Yang
A Quantum-Inspired Hamiltonian Monte Carlo Method for Missing Data Imputation 8/1/2022
22T-008 Man Yiu Tsang
Karmel S. Shehadeh
Frank E. Curtis
An Inexact Column-And-Constraint Generation Method To Solve Two-Stage Robust Optimization Problems 7/8/2022
22T-007 Tibor Illés
Tamás Terlaky
EUROpt, The Continuous Optimization Working Group of EURO: From Idea To Maturity 6/23/2022
22T-006 Frank E. Curtis
Qi Wang
Worst-Case Complexity of TRACE with Inexact Subproblem Solutions for Nonconvex Smooth Optimization 4/25/2022
22T-005 Samira Fallah
Ted K. Ralphs
Natashia L. Boland
On the Relationship Between the Value Function and the Efficient Frontier of a Mixed Integer Linear Optimization Problem 4/15/2022
22T-004 Suyun Liu
Luis Nunes Vicente
Convergence Rates of the Stochastic Alternating Algorithm for Bi-Objective Optimization 3/21/2022
22T-003 Frank E. Curtis
Shima Dezfulian
Andreas Wächter
Exploiting Prior Function Evaluations in Derivative-Free Optimization 3/3/2022
22T-002 Francesco Rinaldi
Luis Nunes Vicente
Damiano Zeffiro
Stochastic Trust-Region and Direct-Search Methods: A Weak Tail Bound Condition And Reduced Sample Sizing 2/23/2022
22T-001 Frank E. Curtis
Michael J. O'Neill
Daniel P. Robinson
Worst-Case Complexity of an SQP Method for Nonlinear Equality Constrained Stochastic Optimization 1/3/2022
21T-028 Rodolfo A. Quintero
Luis F. Zuluaga
Characterizing and Benchmarking QUBO Reformulations of the Knapsack Problem 12/14/2021
21T-027 Alberto Del Pia
Aida Khajavirad
Rank-One Boolean Tensor Factorization and the Multilinear Polytope 2/16/2022
21T-026 Harbir Antil
Sergey Dolgov
Akwum Onwunta
TTRISK: Tensor Train Decomposition Algorithm For Risk Averse Optimization 11/11/2021
21T-025 Tommaso Giovannelli
Griffin Kent
Luis Nunes Vicente
Inexact Bilevel Stochastic Gradient Methods for Constrained and Unconstrained Lower-level Problems 10/1/2021
21T-024 Yiming Fan
Xiaochuan Tian
Xiu Yang
Xingjie Li
Clayton Webster
Yue Yu
An Asymptotically Compatible Probabilistic Collocation Method for Randomly Heterogeneous Nonlocal Problems 9/20/2021
21T-023 Zhiwei Fang
Justin Zhan
Xiu Yang
A Physics-Informed Neural Network Framework For Partial Differential Equations on 3D Surfaces: Time-Dependent Problems 9/20/2021
21T-022 Peiyuan Gao
Xiu Yang
Yu-Hang Tang
Muqing Zheng
Amity Anderson
Vijayakumar Murugesan
Aaron Hollas
Wei Wang
Graphical Gaussian Process Regression Model for Aqueous Solvation Free Energy Prediction of Organic Molecules in Redox Flow Battery 9/20/2021
21T-021 Mengqi Hu
Yifei Lou
Xiu Yang
A General Framework of Rotational Sparse Approximation in Uncertainty Quantification 9/20/2021
21T-020 Antonio De Rosa
Aida Khajavirad
Efficient Joint Object Matching via Linear Programming 8/30/2021
21T-019 Suyun Liu
Luis Nunes Vicente
The Sharpe Predictor for Fairness in Machine Mearning 8/12/2021
21T-018 Harbir Antil
Thomas S. Brown
Ratna Khatri
Akwum Onwunta
Deepanshu Verma
Mahamadi Warma
Optimal Control, Numerics, and Applications of Fractional PDES 8/5/2021
21T-017 Harbir Antil
Howard C. Elman
Akwum Onwunta
Deepanshu Verma
Novel Deep Neural Networks For Solving Bayesian Statistical Inverse Problems 8/5/2021
21T-016 Albert S. Berahas
O. Sohab
Luis Nunes Vicente
Full-Low Evaluation Methods for Derivative-Free Optimization 7/26/2021
21T-015 Frank E. Curtis
Daniel P. Robinson
Baoyu Zhou
Inexact Sequential Quadratic Optimization for Minimizing a Stochastic Objective Function Subject to Deterministic Nonlinear Equality Constraints 7/7/2021
21R-014 Varun Joseph Andrews
Teresa Carotenuto
Jeff Dicker
Leigh Friedman
Joseph F. Golob Jr. MD FACS CPHQ
Hannah Hedstrom
Elizabeth Kim
Serina Lai
Nico Lastauskas
Spencer Leuba
Jake Levine
Neha Mandhyani
Eric Mintz
Ardelle Persad
Ryan Seth
Namya Elsa Thupili
Liz Turi
Croldy Veliz
Christina Vikingstad
HSE Lehigh Healthcare Systems Engineering Projects 2020 - 2021 6/29/2021
21T-013 Albert S. Berahas
Frank E. Curtis
Michael J. O'Neill
Daniel P. Robinson
A Stochastic Sequential Quadratic Optimization Algorithm for Nonlinear Equality Constrained Optimization with Rank-Deficient Jacobians 06/24/2021
21T-012 Suyun Liu
Luis Nunes Vicente
A Stochastic Alternating Balance k-Means Algorithm for Fair Clustering 06/02/2021
21T-011 Man Yiu Tsang
Karmel S. Shehadeh
Distributionally Robust Home Service Routing and Appointment Scheduling with Random Travel and Service Times 05/20/2021
21T-010 Brandon Augustino
Giacomo Nannicini
Tamás Terlaky
Luis F. Zuluaga
An Infeasible-Inexact Quantum Interior Point Method for Convex Quadratic Symmetric Cone Optimization 04/30/2021
21T-009 Brandon Augustino
Giacomo Nannicini
Tamás Terlaky
Luis F. Zuluaga
An Inexact-Feasible Quantum Interior Point Method for Second-order Cone Optimization 04/30/2021
21T-008 Brandon Augustino
Giacomo Nannicini
Tamás Terlaky
Luis F. Zuluaga
An Inexact-Feasible Quantum Interior Point Method for Semidefinite Optimization 04/30/2021
21T-007 Ramin Fakhimi
Hamidreza Validi
Illya V. Hicks
Tamás Terlaky
Luis F. Zuluaga
The Max k-cut Problem on Classical and Quantum Solvers 04/30/2021
21T-006 Mohammadhossein Mohammadisiahroudi
Ramin Fakhimi
Zeguan Wu
Tamás Terlaky
An Inexact Feasible Interior Point Method for Linear Optimization with High Adaptability to Quantum Computers 04/28/2021
21T-005 Mohammadhossein Mohammadisiahroudi
Ramin Fakhimi
Tamás Terlaky
Efficient Use of Quantum Linear System Algorithms in Interior Point Methods for Linear Optimization 04/28/2021
21T-004 Eugene Perevalov What Is Information After All? How The Founder Of Modern Dialectical Logic Could Help The Founder Of Cybernetics Answer This Question 04/12/2021
21T-003 Majid Jahani
Naga Venkata C. Gudapati
Chenxin Ma
Rachael Tappenden
Martin Takáč
Fast and Safe: Accelerated Gradient Methods With Optimality Certificates And Underestimate Sequences 03/31/2021
21T-002 Mohammad Pirhooshyaran
Lawrence V. Snyder
Simultaneous Decision Making For Stochastic Multi-Echelon Inventory Optimization With Deep Neural Networks As Decision Makers 03/31/2021
21T-001 Zheng Shi
Nicolas Loizou
Peter Richtárik  
Martin Takáč
AI-SARAH: Adaptive and Implicit Stochastic Recursive Gradient Methods 03/31/2021
20T-033 Andrew Pensoneault
Xiu Yang
Xueyu Zhu
Nonnegativity-Enforced Gaussian Process Regression 02/05/2021
20T-032 Peiyuan Gao
Xiu Yang
Alexandre M. Tartakovsky
Learning Coarse-Grained Potentials for Binary Fluids 02/05/2021
20T-031 Sheng Zhang
Xiu Yang
Samy Tindel
Guang Lin
Augmented Gaussian Random Field:Theory And Computation 02/05/2021
20T-030 Yixiang Deng
Guang Lin
Xiu Yang
Multifidelity Data Fusion via Gradient-Enhanced Gaussian Process Regression 02/05/2021
20T-029 Ang Li
Omer Subasi
Xiu Yang
Sriram Krishnamoorthy
Density Matrix Quantum Circuit Simulation via the BSP Machine on Modern GPU Clusters 02/05/2021
20T-028 Muqing Zheng
Ang Li
Tamás Terlaky
Xiu Yang
A Bayesian Approach for Characterizing and Mitigating Gate and Measurement Errors 02/05/2021
20T-027 Antonio De Rosa
Aida Khajavirad
The Ratio-Cut Polytope and K-Means Clustering 11/23/2020
20T-026 Alberto Del Pia
Aida Khajavirad
Dmitriy Kunisky
Linear Programming and Community Detection 11/23/2020
20T-025 Alberto Del Pia
Aida Khajavirad
The Running Intersection Relaxation of the Multilinear Polytope 11/23/2020
20T-024 Bruna Ramos
Diana Pinho
Daniela Martins
A. Ismael F. Vaz
Luis Nunes Vicente
Optimal 3D Printing of Complex Objects in a 5-Axis Printer 11/2/2020
20T-023 Mertcan Yetkin
Sudharsan Kalidoss
Frank E. Curtis
Lawrence V. Snyder
Arindam Banerjee
Practical Optimal Control of a Wave-Energy Converter in Regular Wave Environments 10/22/2020
20T-022 Ramin Fakhimi
Mohammad Shahabsafa
Weiming Lei
Tamás Terlaky
Luis Zuluaga
Sicheng He
John T. Hwang
Joaquim R. R. A. Martins
Large-Scale Discrete Multi-Scenario Truss Sizing Optimization: Model Analysis and Computational Methodology Experiments 10/03/2020
20T-021 Karmel S. Shehadeh
Ece Sanci
Distributionally Robust Facility Location with Bimodal Random Demand 09/14/2020
20T-020 Karmel S. Shehadeh
Rema Padman
Stochastic Optimization Approaches for Elective Surgery Scheduling and Downstream Capacity Planning: Models, Challenges, and Opportunities 09/14/2020
20T-019 Karmel S. Shehadeh A Distributionally Robust Optimization Approach for a Stochastic Mobile Facility Routing and Scheduling Problem 09/14/2020
20T-018 Brandon Augustino
Giacomo Nannicini
Tamás Terlaky
Luis F. Zuluaga
A Quantum Interior Point Method for Semidefinite Optimization Problems 08/28/2020
20T-017 Rodolfo Quintero
David Bernal    
Tamás Terlaky
Luis F. Zuluaga
Characterization of QUBO Reformulations for the Maximum k-Colorable Subgraph Problem 08/24/2020
20T-016 Suyun Liu
Luis Nunes Vicente
Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective Approach 08/03/2020
20T-015 Frank E. Curtis
Yutong Dai
Daniel P. Robinson
A Subspace Acceleration Method for Minimization Involving a Group Sparsity-Inducing Regularizer 07/29/2020
20T-014 Albert Berahas
Frank E. Curtis
Daniel P. Robinson
Baoyu Zhou
Sequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization 07/21/2020
20T-013 Sahar Tahernejad
Ted K. Ralphs
Valid Inequalities for Mixed Integer Bilevel Linear Optimization Problems 11/2/2020
20T-012 Xueyu Shi
Oleg Prokopyev
Ted K. Ralphs
Mixed Integer Bilevel Optimization with κ-optimal Follower: A Hierarchy of Bounds 08/03/2020
20T-011 Majid Jahani
Mohammadreza Nazari
Rachael Tappenden
Albert S. Berahas
Martin Takáč
SONIA: A Symmetric Blockwise Truncated Optimization Algorithm 06/22/2020
20T-010 Ruben Solozabal
Josu Ceberio
Martin Takáč
Constrained Combinatorial Optimization with Reinforcement Learning 06/22/2020
20T-009 Frank E. Curtis
Minhan Li
Gradient Sampling Methods with Inexact Subproblem Solves and Gradient Aggregation 05/15/2020
20T-008 Xin Shi
Luis F. Zuluaga
A New Characterization of Symmetric H+-Tensors* 04/16/2020
20T-007 Majid Jahani
Xi He
Chenxin Ma
Aryan Mokhtari
Dheevatsa Mudigere
Alejandro Ribeiro
Martin Takáč
Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization Via Accumulating Sample Strategy 04/16/2020
20T-006 Majid Jahani
Mohammadreza Nazari
Sergey Rusakov
Albert S Berahas
Martin Takáč
Scaling Up Quasi-Newton Algorithms: Communication Ecient Distributed SR1 04/16/2020
20T-005 Suresh Bolusani
Stefano Coniglio
Ted K. Ralphs
Sahar Tahernejad
A Unified Framework for Multistage and Multilevel Mixed Integer Linear Optimization

 

04/16/2020
20T-004 Suresh Bolusani
Ted K. Ralphs
A Framework for Generalized Benders' Decomposition and Its Application to Multilevel Optimization 04/16/2020
20T-003 Mohammad Pirhooshyaran
Lawrence V. Snyder
Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves Via Recurrent and Sequence-To-Sequence Networks 04/08/2020
20T-002 Mohammad Pirhooshyaran
Katya Scheinberg
Lawrence V. Snyder
Feature Engineering and Forecasting Via Derivative-Free Optimization and Ensemble of Sequence-To-Sequence Networks with Applications in Renewable Energy 04/08/2020
20T-001 Frank E. Curtis
Katya Scheinberg
Adaptive Stochastic Optimization 01/20/2020
19T-031 Lili Song
Luis Nunes Vicente
Modeling Hessian-Vector Products in Nonlinear Optimization: New Hessian-Free Methods 12/26/2019
19T-030 Nur Sila Gulgec
Zheng Shi
Neil Deshmukh
Shamim N. Pakzad
Martin Takáč
FD-Net with Auxiliary Time Steps:  Fast Prediction of PDEs Using Hessian-Free Trust-Region Methods 12/16/2019
19T-029 Majid Jahani
Xi He
Chenxin Ma
Aryan Mokhtari
Dheevatsa Mudigere
Alejandro Ribeiro
Martin Takáč
Grow Your Samples and Optimize Better via Distributed Newton CG and Accumulating Strategy 12/16/2019
19T-028 Frank E. Curtis
Daniel P. Robinson
Clément W. Royer
Stephen J. Wright
Trust-Region Newton-CG with Strong Second-Order Complexity Guarantees for NonConvex Optimization 12/16/2019
19T-027
Xiu Yang
Xueyu Zhu
Jing Li
11/20/2019
19T-026
Xiu Yang
Guzel D. Tartakovsky
Alexandre M. Tartakovsky
11/20/2019
19T-025
Frank E. Curtis
Rui Shi
A Fully Stochastic Second-Order Trust Region Method 11/18/2019
19T-024
Philip E. Gill
Vyacheslav Kungurtsev
Daniel P. Robinson
11/13/2019
19T-023
Mustafa D. Kaba
Mengnan Zhao
Daniel P. Robinson
Rene Vidal
Enrique Mallada
11/04/2019
19T-022
Guilherme Franca
Jeremias Sulam
Daniel P. Robinson
Rene Vidal
11/04/2019
19T-021
Guilherme Franca
Daniel P. Robinson
Rene Vidal
11/04/2019
19T-020
Guilherme Franca
Daniel P. Robinson
Rene Vidal
11/04/2019
19T-018
Ali Mohammad-Nezhad
Tamás Terlaky
On Parametric Second-Order Conic Optimization 10/07/2019
19T-017
Stephen J. Maher
Ted K. Ralphs
Yuji Shinano
09/25/2019
19T-016
Ali Mohammad-Nezhad
Tamás Terlaky
Parametric Analysis of Semidefinite Optimization 08/30/2019
19T-015
Jonathan D. Hauenstein
Ali Mohammad-Nezhad
Tingting Tang
Tamás Terlaky
08/30/2019
19T-014
Sicheng He
John T. Hwang
Joaquim R. R. A. Martins
Mohammad Shahabsafa
Weiming Lei
Ali Mohammad-Nezhad
Tamás Terlaky
Luis Zuluaga
08/21/2019
19T-013
Mohammad Shahabsafa
Ramin Fakhimi
Weiming Lei
Tamás Terlaky
Luis Zuluaga
Sicheng He
John T. Hwang
Joaquim R. R. A. Martins
08/21/2019
19T-012
Mohammad Shahabsafa
Ramin Fakhimi
Weiming Lei
Tamás Terlaky
Luis Zuluaga
Sicheng He
John T. Hwang
Joaquim R. R. A. Martins
08/21/2019
19T-011
Suyun Liu
Luis Nunes Vicente
07/09/2019
19T-010
Javier F. Pena
Juan C. Vera
Luis F. Zuluaga
06/21/2019
19T-009
Javier F. Pena
Juan C. Vera
Luis F. Zuluaga
Equivalences Among the Chi Measure, Hoffman Constant, and Renegar’s Distance to Ill-posedness 06/21/2019
19T-008
Mohammadreza Nazari
Majid Jahani
Lawrence V. Snyder
Martin Takáč
Don’t Forget Your Teacher: A Corrective Reinforcement Learning Framework 06/04/2019
19T-007
Hossein K. Mousavi
Mohammadreza Nazari
Martin Takáč
Nader Motee
Multi-Agent Image Classification via Reinforcement Learning 06/04/2019
19T-006
Albert S. Berahas
Majid Jahani
Martin Takáč
06/04/2019
19T-005
Albert S. Berahas
Martin Takáč
A Robust Multi-Batch L-BFGS Method for Machine Learning 06/04/2019
19T-004
Albert S. Berahas
Liyuan Cao
Krzysztof Choromanski
Katya Scheinberg
06/04/2019
19T-003
Giampaolo Liuzzi
Stefano Lucidi
Francesco Rinaldi
Luis Nunes Vicente
04/22/2019
19T-002
Mohammadreza Nazari
Afshin Oroojlooy
Lawrence V. Snyder
Martin Takáč
Reinforcement Learning for Solving the Vehicle Routing Problem 04/15/2019
19T-001
 Albert S. Berahas 
 Frank E. Curtis
 Baoyu Zhou
 Limited-Memory BFGS with Displacement Aggregation 04/15/2019
18T-009  Boris Defourny
 Shu Tu 
 On the Value of Dual-Firing Power Generation under Uncertain Gas Network Access  
18T-008  Boris Defourny
 Somayeh Moazeni 
 Electric Storage with Stacked Services: Control and Valuation  
18T-007  Mohammad Shahabsafa 
 Julio C. Goez
 Tamas Terlaky 
 Supplement to the paper: On Pathological Disjunctions and Redundant Disjunctive Conic Cuts  
18T-006  Hiva Ghanbari
 Katya Scheinberg 
 Directly and Efficiently Optimizing Prediction Error and AUC of Linear Classifiers  
18T-005  Afshin Oroojlooy
 MohammadReza Nazari
 Lawrence Snyder
 Martin Takáč
 A Deep Q-Network for the Beer Game: Using Machine Learning to Solve Inventory Optimization Problems  
18T-004  Lam M. Nguyen
 Phuong Ha Nguyen
 Marten van Dijk
 Peter Richtarik
 Katya Scheinberg
 Martin Takáč
 SGD and Hogwild! Convergence Without the Bounded Gradients Assumption  
18T-003  Frank E. Curtis
 Daniel P. Robinson 
 Regional Complexity Analysis of Algorithms for Nonconvex Smooth Optimization  
18T-002  Sertalp B. Cay
 Imre Polik
 Tamas Terlaky 
 The first heuristic specifically for mixed-integer second-order cone optimization  
18T-001  Lam M. Nguyen
 Nam H. Nguyen
 Dzung T. Phan
 Jayant R. Kalagnanam
 Katya Scheinberg 
 When Does Stochastic Gradient Algorithm Work Well?  
17T-017  Frank E. Curtis
 Katya Scheinberg
 Rui Shi 
 A Stochastic Trust Region Algorithm Based on Careful Step Normalization  
17T-016  Chenxin Ma
 Martin Jaggi
 Frank E. Curtis
 Nathan Srebro
 Martin Takáč
 An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning  
17T-015  Mohammad Shahabsafa
 Ali Mohammad-Nezhad
 Tamas Terlaky
 Luis Zuluaga
 Sicheng He
 John T. Hwang
 Joaquim R. R. A. Martins 
 A Novel Approach to Discrete Truss Design Problems Using Mixed Integer Neighborhood Search  
17T-014  Ali Mohammad-Nezhad
 Tamas Terlaky 
 Quadratic convergence of Newton's method to the optimal solution of second-order conic optimization  
17T-013  Mohammad Shahabsafa
 Tamas Terlaky
 Chaitanya Gudapati
 Anshul Sharma
 Louis Plebani
 George Wilson
 The Inmate Assignment and Scheduling Problem and its Application in the PA Department of Correction  
17T-012  Frank E. Curtis
 Daniel P. Robinson
 Baoyu Zhou 
 Self-Correcting Variable-Metric Algorithms for Nonsmooth Optimization  
17T-011  Frank E. Curtis
 Daniel P. Robinson
 Mohammadreza Samadi 
 An Inexact Regularized Newton Framework with a Worst-Case Iteration Complexity of $\mathcal{O}(\epsilon^{-3/2})$ for Nonconvex Optimization  
17T-010  Mohammad Shahabsafa
 Julio C. Goez
 Tamas Terlaky 
 On Pathological Disjunctions and Redundant Disjunctive Conic Cuts  
17T-009  Ali Mohammad-Nezhad
 Tamas Terlaky 
 A rounding procedure for semidefi nite optimization  
17T-008  Ali Mohammad-Nezhad
 Tamas Terlaky 
 On the identification of the optimal partition for semidefinite optimization  
17T-007  Lam M. Nguyen
 Jie Liu
 Katya Scheinberg
 Martin Takáč
 Stochastic Recursive Gradient Algorithm for Nonconvex Optimization  
17T-006  Sertalp B. Cay
 Imre Polik
 Tamas Terlaky 
 Warm-start of interior point methods for second order cone optimization via rounding over optimal Jordan frames  
17T-005  Hiva Ghanbari
 Katya Scheinberg 
 Black-Box Optimization in Machine Learning with Trust Region Based Derivative Free Algorithm  
17T-004  Afshin Oroojlooy
 Lawrence Snyder
 Martin Takáč
 Applying Deep Learning to the Newsvendor Problem  
17T-003  Frank E. Curtis
 Daniel P. Robinson 
 Exploiting Negative Curvature in Deterministic and Stochastic Optimization  
17T-002  Lam M. Nguyen
 Jie Liu
 Katya Scheinberg
 Martin Takáč
 SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient  
17T-001  Somayeh Moazeni
 Boris Defourny
 Monika J. Wilczak
 Information Collection Optimization in Designing Marketing Campaigns for Market Entry  
16T-015  Sahar Thernejad
 Ted K. Ralphs
 Scott T. DeNegre 
 A Branch-and-Cut Algorithm for Mixed Integer Bilevel Linear Optimization Problems and Its Implementation  
16T-014  Ted Ralphs
 Yuji Sinano
 Timo Berthold
 Thorsten Koch 
 Parallel Solvers for Mixed Integer Linear Programming  
16T-013  Frank E. Curtis
 Daniel P. Robinson
 Mohammadreza Samadi 
 Complexity Analysis of a Trust Funnel Algorithm for Equality Constrained Optimization  
16T-012  Frank E. Curtis
 Andreas Wächter
 Victor M. Zavala 
 A Sequential Algorithm for Solving Nonlinear Optimization Problems with Chance Constraints  
16T-011  Ying Zhang
 Lawrence V. Snyder
 Ted K. Ralphs
 Zhaojie Xue 
 The Competitive Facility Location Problem Under Disruption Risks  
16T-010  Frank E. Curtis
 Wei Guo 
 R-Linear Convergence of Limited Memory Steepest Descent  
16T-009  Ali Mohammad-Nezhad
 Tamas Terlaky 
 On the identification of optimal partition and optimal solutions for semidefinite optimization  
16T-008  Lam M. Nguyen
 Alexander L. Stolyar
 A Queueing System with On-demand Servers: Local Stability of Fluid Limits  
16T-007  Mohammadreza Nazari
 Alexander L. Stolyar 
 Optimal Control of General Dynamic Matching Systems  
16T-006  Hiva Ghanbari
 Katya Scheinberg 
 Proximal Quasi-Newton Methods for Convex Optimization  
16T-005  Sertalp Cay
 Julio Goez
 Tamas Terlaky 
 Effects of Disjunctive Conic Cuts within a Branch and Conic Cut Algorithm to Solve Asset Allocation Problems  
16T-004  Miao Bai
 Robert H. Storer
 Gregory L. Tonkay 
 A Sample-gradient-based Algorithm for a Multiple-OR and PACU Surgery Scheduling Problem  
16T-002  Tianyi Chen
 Frank E. Curtis
 Daniel P. Robinson 
 A Reduced-Space Algorithm for Minimizing $\ell_1$-Regularized Convex Functions  
16T-001  Alexander L. Stolyar  Pull-based load distribution among heterogeneous parallel servers: the case of multiple routers  
15T-020  Chenxin Ma
 Jakub Konecny
 Martin Jaggi
 Virginia Smith
 Michael I. Jordan
 Peter Richtarik
 Martin Takáč
 Distributed Optimization with Arbitrary Local Solvers  
15T-019  Alexander L. Stolyar
 Yuan Zhong 
 A service system with packing constraints: Greedy randomized algorithm achieving sublinear in scale optimality gap  
15T-018  Alexander L. Stolyar  Large-scale heterogeneous service systems with general packing constraints  
15T-017  Rahul Singh
 Alexander L. Stolyar 
 MaxWeight Scheduling: Asymptotic Behavior of Unscaled Queue-Differentials in Heavy Traffic  
15T-016  Lam M. Nguyen
 Alexander L. Stolyar 
 A Service System with Randomly Behaving On-Demand Agents  
15T-015  Chenxin Ma
 Martin Takáč
 Partitioning Data on Features or Samples in Communication-Efficient Distributed Optimization?  
15T-014  Xi He
 Martin Takáč
 Dual Free SDCA for Empirical Risk Minimization with Adaptive Probabilities  
15T-013  Jie Liu
 Jakub Marecek
 Martin Takáč
 Hybrid Methods in Solving Alternating-Current Optimal Power Flows  
15T-012  Somayeh Moazeni
 Boris Defourny 
 An Energy Storage Deployment Program under Random Discharge Permissions  
15T-011  Dan Li
 Tamas Terlaky 
 An Example with Decreasing Largest Inscribed Ball for Deterministic Rescaling Algorithms  
15T-010  Dan Li
 Cornelis Roos
 Tamas Terlaky 
 A Polynomial Column-wise Rescaling von Neumann Algorithm  
15T-009  ISE Faculty  Data Science and Analytics  
15T-008  Ali Mohammad-Nezhad
 Tamas Terlaky 
 A polynomial primal-dual and scaling algorithm for symmetric conic optimization  
15T-007  Martin Takac
 Peter Richtrik
 Nathan Srebro 
 Distributed Mini-Batch SDCA  
15T-006  Jakub Marecek
 Martin Takáč
 A Low-Rank Coordinate-Descent Algorithm for Semide nite Programming Relaxations of Optimal Power Flow  
15T-005  Chenxin Ma
 Rachael Tappenden
 Martin Takáč
 Linear Convergence of the Randomized Feasible Descent Method Under the Weak Strong Convexity Assumption  
15T-004  Chenxin Ma
 Virginia Smith
 Martin Jaggi
 Michael I. Jordan
 Peter Richtarik
 Martin Takáč
 Adding vs. Averaging in Distributed Primal-Dual Optimization  
15T-003  Jakub Konecny
 Jie Liu
 Peter Richtarik
 Martin Takáč
 Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting  
15T-002  Ruobing Chen
 Matt Menickelly
 Katya Scheinberg
 Stochastic Optimization Using a Trust-Region Method and Random Models  
15T-001  Ted K. Ralphs
 Aykut Bulut 
 On the Complexity of Inverse Mixed Integer Linear Optimization  
14T-013  Jillian Sloand
 Aurelie Thiele 
 Assessing the Financial Viability of Stratified Medicine Using Decision Tree Analysis  
14T-012  Alexander (Sasha) Stolyar
 Guodong Pang 
 A Service System With On-Demand Agent Invitations  
14T-011  Frank E. Curtis
 Wei Guo 
 Handling Nonpositive Curvature in a Limited Memory Steepest Descent Method  
14T-010  Frank E. Curtis
 Zheng Han 
 Globally Convergent Primal-Dual Active-Set Methods with Inexact Subproblem Solves  
14T-009  Frank E. Curtis
 Daniel P. Robinson
 Mohammadreza Samadi 
 A Trust Region Algorithm with a Worst-Case Iteration Complexity of {cal O}(epsilon^{-3/2}) for Nonconvex Optimization  
14T-008  Pietro Belotti
 Julio C. Goez
 Ted K. Ralphs
 Tamás Terlaky 
 A Complete Characterization of Disjunctive Conic Cuts for Mixed Integer Second Order Cone Optimization  
14T-007  Zoltán Horváth
 Yunfei Song
 Tamás Terlaky 
 Steplength Thresholds for Invariance Preserving of Discretization Methods of Dynamical Systems on a Polyhedron  
14T-006  Frank E. Curtis
 Nicholas I. M. Gould
 Hao Jiang
 Daniel P. Robinson 
 Adaptive Augmented Lagrangian Methods: Algorithms and Practical Numerical Experience  
14T-005  Anahita Hassanzadeh
 Ted K. Ralphs 
 A Generalization of Benders' Algorithm for Two-Stage Stochastic Optimization Problems with Mixed Integer Recourse  
14T-004  Ted K. Ralphs
 Anahita Hassanzadeh
 On the Value Function of a Mixed Integer Linear Optimization Problem and an Algorithm for its Construction  
14T-003  Zoltan Horvath
 Yunfei Song
 Tamas Terlaky 
 A Novel Unified Approach to Invariance in Control  
14T-002  Frank E. Curtis
 Xiaocun Que 
 A Quasi-Newton Algorithm for Nonconvex, Nonsmooth Optimization with Global Convergence Guarantees  
14T-001  Lawrence V. Snyder  q-Factor Optimization for 2-WEC Arrays  
13T-010  Frank E. Curtis
 Nicholas I. M. Gould
 Daniel P. Robinson
 Philippe L. Toint 
 An Interior-Point Trust-Funnel Algorithm for Nonlinear Optimization  
13T-009  Frank E. Curtis
 James V. Burke
 Hao Wang
 Jiashan Wang 
 Matrix-Free Solvers for Exact Penalty Subproblems  
13T-008  Tamas Terlaky
 Olesya Peshko
 Timothy N. Davidson
 Jan Modersitzki
 Douglas J. Moseley 
 A novel marker enhancement filer (MEF) for fluoroscopic images  
13T-007  Tamas Terlaky
 Murat Mut 
 On the Volumetric Path  
13T-006  Katya Scheinberg
 Afonso Bandeira 
 An analogy of Klee-Walkup result for Sonnevend's curvature of the central path  
13T-005  Katya Scheinberg
 Afonso Bandeira
 Luis Vincente 
 Convergence of trust-region methods based on probabilistic models  
13T-004  Katya Scheinberg
 Donald Goldfarb
 Zhiwei Qin  
 Efficient Block-coordinate Descent Algorithms for the Group Lasso  
13T-003  Katya Scheinberg
 Afonso Bandeira
 Luis Vincente 
 Computation of Sparse Low Degree Interpolating Polynomials and their Application to Derivative-Free Optimization  
13T-002  Katya Scheinberg
 Donald Goldfarb
 Xi Bai 
 Fast First-Order Methods for Composite Convex Optimization with Backtracking  
13T-001  Frank E. Curtis
 Travis C. Johnson
 Daniel P. Robinson
 Andreas Wachter 
 An Inexact Sequential Quadratic Optimization Algorithm for Large-Scale Nonlinear Optimization  
12W-005  Lawrence V. Snyder
 Ying Rong
 Zumbul Atan
 Peng Peng
 Amanda J. Schmitt
 Burcu Sinsoysal 
 OR/MS Models for Supply Chain Disruptions: A Review  
12W-004  Lawrence V. Snyder
 Ying Rong
 Zumbul Atan 
 Heuristics for Base-Stock Levels in Multi-Echelon Distribution Networks with First-Come First Served Policies  
12W-003  Zumbul Atan
 Lawrence V. Snyder 
 Disruptions in One-Warehouse Multiple-Retailer Systems  
12W-002  Lawrence V. Snyder
 Davood Shishebori
 Mohammad Saeed Jabalameli 
 A reliable budget-constrained facility location/network design problem with unreliable facilities  
12W-001  Lawrence V. Snyder
 Tolga H. Seyhan 
 A New Heuristic Formulation for a Competitive Maximal Covering Location Problem  
12T-021  Matthew V. Galati
 Ted K. Ralphs
 Jiadong Wang 
 Computational Experience with Generic Decomposition using the DIP Framework  
12T-020
 Karla Hoffman
 Ted Ralphs
 Integer and Combinatorial Optimization  
12T-019  Thorsten Koch
 Ted K. Ralphs
 Yuji Shinano 
 Could We Use a Million Cores to Solve an Integer Program?  
12T-018  Lawrence V. Snyder
 Chen Chen
 K.G. Nagananda
 Gang Xiong
 Shalinee Kishore 
 A Communication-Based Appliance Scheduling Scheme for Consumer-Premise Energy Management Systems  
12T-017  Lawrence V. Snyder
 Amanda J. Schmitt 
 Infinite-Horizon Models for Inventory Control under Yield Uncertainty and Disruptions  
12T-016  Frank E. Curtis
 Hao Jiang
 Daniel P. Robinson 
 Adaptive Augmented Lagrangian Methods for Large-Scale Equality Constrained Optimization  
12T-015  Ted K. Ralphs
 Andrea Lodi
 Gerhard J. Woeginger 
 Bilevel Programming and the Separation Problem  
12T-014  Ted K. Ralphs
 Jiadong Wang 
 Computational Experience with Hypergraph-based Methods for Automatic Decomposition in Discrete Optimization  
12T-013  Frank E. Curtis
 Zheng Han
 Daniel P. Robinson 
 A Globally Convergent Primal-Dual Active-Set Framework for Large-Scale Convex Quadratic Optimization  
12T-012  Frank E. Curtis
 James V. Burke
 Hao Wang 
 A Sequential Quadratic Optimization Algorithm with Rapid Infeasibility Detection  
12T-011  Dan Li
 Tamas Terlaky 
 The Duality between the Perceptron Algorithm and the von Neumann Algorithm  
12T-010  Tamas Terlaky
 Zhouhong Wang 
 On Identification of the Optimal Partition of Second Order Cone Optimization Problems  
12T-009  Pietro Belotti
 Julio C. Goez
 Imre Polik
 Ted Ralphs
 Tamas Terlaky 
 A conic representation of the convex hull of disjunctive sets and conic cuts for integer second order cone optimization  
12T-008  Keith M. Gardiner  Virtual and Collaborative Project-Based Learning  
12T-007  Camilo Mancilla
 Robert H. Storer 
 Stochastic integer programming based algorithms for adaptable open block surgery scheduling  
12T-006  Frank E. Curtis
 Johannes Huber
 Olaf Schenk
 Andreas Wachter 
 On the Implementation of an Interior-Point Algorithm for Nonlinear Optimization with Inexact Step Computations  
12T-005  David Grace
 Eugene Perevalov 
 Optimization of Additional Information Acquisition in Decision Making Problems: Solution Methods  
12T-004  David Grace
 Eugene Perevalov 
 Optimization of Additional Information Acquisition in Decision Making Problems: Main Framework  
12T-003  David Grace
 Eugene Perevalov 
 Information Acquisition for Decision Making: Information Source Models  
12T-002  David Grace
 Eugene Perevalov 
 Information Acquisition for Decision Making: Answer Depth  
12T-001  David Grace
 Eugene Perevalov 
 Information Acquisition for Decision Making: Question Difficulty  
11W-002  Lawrence V. Snyder
 Amanda J. Schmitt
 Zuo-Jun Max Shen 
 Centralization versus Decentralization: Risk Pooling, Risk Diversification, and Supply Chain Disruptions  
11W-001  Lawrence V. Snyder
 Cagri Latifoglu
 Pietro Belotti 
 Models for Production Planning under Power Interruptions  
11T-012  Andrea Lodi
 Ted K. Ralphs
 Fabrizio Rossi
 Stefano Smriglio 
 Interdiction Branching  
11T-011  Lawrence V. Snyder
 Chen Chen
 Shalinee Kishore 
 An Innovative RTP-Based Residential Power Scheduling Scheme for SmartGrids  
11T-010  Robert Howley
 Robert H. Storer 
 Balanced Assignment of Experimental Units in the Analysis of Covariance through Optimization  
11T-009  Keith M. Gardiner  Engineering Education OR Just Education  
11T-008  Frank E. Curtis
 Xiaocun Que 
 An Adaptive Gradient Sampling Algorithm for Nonsmooth Optimization  
11T-007  Julio C. Goez
 Ted Ralphs
 Tamás Terlaky
 Pietro Belotti
 Imre Pólik 
 On Families of Quadratic Surfaces Having Fixed Intersections with Two Hyperplanes  
11T-006  Jaime Alava
 Andrew Stewart
 Keith Gardiner 
 Correlating Industry Trends to the Engineering Curriculum  
11T-005  Frank E. Curtis
 Johannes Huber
 Olaf Schenk
 Andreas Wachter 
 On the Implementation of an Interior-Point Algorithm for Nonlinear Optimization with Inexact Step Computations  
11T-004  Robert H. Storer
 Daniel J. Scansaroli
 Vladimir Dobric
 New Estimators of the Hurst Index for Fractional Brownian Motion  
11T-003  Keith M. Gardiner
 Jaime D. Alava 
 The Development of the First Year Engineering Experience  
11T-002  Keith M. Gardiner  Embedding Sustainability into the Engineering Curriculum  
11T-001  Robert H. Storer
 Camilo Mancilla 
 Stochastic Sequencing of Surgeries for a Single Surgeon Operating in Parallel Operating Rooms  
10W-002  S. David Wu
 Berrin Aytac 
 Modelling high-tech product life cycles with short-term demand information: A case study  
10T-014  Tamas Terlaky
 Murat Mut 
 On the Volumetric Path  
10T-013  Lawrence V. Snyder
 Peng Peng
 Andrew Lim
 Zuli Liu
 Reliable logistics networks design with faculty disruptions  
10T-012  Lawrence V. Snyder
 Shalinee Kishore 
 Control Mechanisms for Residential Electricity Demand in SmartGrids  
10T-011  Lawrence V. Snyder
 Ying Rong
 Yang Sun
 Inventory Sharing Under Decentralized Preventive Transshipments  
10T-010  Lawrence V. Snyder
 Lian Qi
 Zuo-Jun Max Shen 
 The Effect of Supply Disruptions on Supply Chain Design Decisions  
10T-009  Lawrence V. Snyder
 Amanda J. Schmitt
 Zuo-Jun Max Shen
 Inventory Systems with Stochastic Demand and Supply: Properties and Approximations  
10T-008  Tamas Terlaky
 Antoine Deza
 Chris Dickson
 Anthony Vanelli
 Hu Zhang 
 Global Routing in VLSI Design: Algorithms, Theory, and Computational Practice  
10T-007  Tamas Terlaky
 Alireza Ghaffari-Hadigheh,
 Oleksandr Romanko 
 Multiobjective optimization via parametric optimization: models, algorithms and applications  
10T-006  Frank E. Curtis  A Penalty-Interior-Point Method for Large-Scale Nonlinear Optimization  
10T-005  S. David Wu
 Mehmet O. Atan 
 Impact of Improved Forecasting on Operations  
10T-004  S. David Wu
 Mehmet O. Atan 
 A Generalized Leading Indicator Forecasting Framework  
10T-003  S. David Wu
 Mehmet O. Atan 
 Auction-Theoretic Coordination in High-Tech Capacity Allocation  
10T-002  Tamas Terlaky
 Imre Pólik
 István Deák
 András Prékopa 
 Convex approximations in stochastic programming by semidefinite programming  
10T-001  Tamas Terlaky
 R. Sotirov 
 Multi-start Approach to Global Conic Optimization  
09W-001  Lawrence V. Snyder
 Lian Qi
 Zuo-Jun Max Shen
 Pricing during Disruptions: A Cause of the Reverse Bullwhip Effect  
09T-020  Lawrence V. Snyder
 Lian Qi
 Zuo-Jun Max Shen 
 A Continuous-Review Inventory Model with Disruptions at Both Supplier and Retailer  
09T-019  Lawrence V. Snyder
 Ying Rong
 Zuo-Jun Max Shen
 The Impact of Ordering Behavior on Order-Quantity Variability: A Study of Forward and Reverse Bullwhip Effects  
09T-018  Frank E. Curtis
 Michael L. Overton 
 A Robust Sequential Quadratic Programming Algorithm for Nonconvex, Nonsmooth Constrained Optimization  
09T-017  Pietro Belotti  Disjunctive Cuts for Non-Convex MINLP  
09T-016  Imre Pólik
 Tamás Terlaky 
 On the computational complexity of gap-free duals for semidefinite optimization  
09T-015  Banu Gemici Ozkan
 S. David Wu 
 Capacity Rationing for Contract Manufacturers Serving Multiple Markets  
09T-014  Banu Gemici Ozkan
 S. David Wu 
 Market Entry Analysis when Releasing Distinctive Products in Independent Markets  
09T-013  Camilo Mancilla
 Robert Storer 
 Stochastic Sequencing and Scheduling of an Operating Room  
09T-012  Keith M. Gardiner  Globalization - A Vision of a New World  
09T-011  Keith M. Gardiner  Discovery, Learning and Research in a Classroom Factory  
09T-010  Keith M. Gardiner  The Future City Competition  
09T-009  Keith M. Gardiner
 Andrew J. Foote
 Scott C. Pender 
 Education of the Future Workforce  
09T-008  Tibor Illes
 Marianna Nagy
 Tamás Terlaky 
 Polynomial Interior Point Algorithms for General Linear Complementary Problems  
09T-007  Alireza Ghaffari-Hadigheh
 Oleksandr Romanko
 Tamás Terlaky 
 Bi-Parametic Convex Quadratic Optimization  
09T-006  Yan Xu
 Ted K. Ralphs
 Laszlo Ladanyi
 Matthew J. Saltzman
 Computational Experience with a Software Framework for Parallel Integer Programming  
09T-005  Kimia Ghobadi
 Nedialko S. Nedialkov
 Tamás Terlaky 
 On the Discretize then Optimize Approach  
09T-004  S.T. DeNegre
 Ted K. Ralphs 
 A Branch-and-cut Algorithm for Integer Bilevel Linear Programs  
09T-003  Ashutosh Mahajan
 Ted K. Ralphs 
 Experimenting with Branching using General Disjunction  
09T-002  Z. Akca
 R.T. Berger
 Ted K. Ralphs 
 A Branching-and-Price Algorithm for Combined Location and Routing Problems Under Capacity Restrictions  
09T-001  Ashutosh Mahajan
 Ted K. Ralphs 
 On the Complexity of Selecting Branching Disjunction in Integer Programming  
08W-003  Lawrence V. Snyder
 Ying Rong
 Zuo-Jun Max Shen 
 Bullwhip and Reverse Bullwhip Effects under the Rationing Game  
08W-002  Julie Drzymalski
 Nicholas G. Odrey 
 Supplier Selection in a Multi-Echelon Supply Chain with Lead Time Uncertainty Using Chance Constrained Programming  
08T-011  Ban Kawas
 Aurélie C. Thiele 
 A Log-Robust Optimization Approach to Portfolio Management  
08T-010  Ban Kawas
 Aurélie C. Thiele 
 Short Sales in Log-Robust Portfolio Management  
08T-009  Z. Akca
 R.T. Berger
 Ted K. Ralphs 
 Modeling and Solving Location Routing and Scheduling Problems  
08T-008  Antoine Deza
 Chris Dickson
 Anthony Vannelli
 Hu Zhang
 Tamás Terlaky 
 Global Routing in VLSI Design: Algorithms, Theory and Computational Practice  
08T-007  M.A. Goberna
 Tamás Terlaky
 M.I. Todorov 
 Sensitivity analysis in linear semi-infinite programming via partitions  
08T-006  Yang Li
 Tamás Terlaky 
 A new class of large neighborhood path-following interior point algorithms for semidefinite optimization with O interaction complexity  
08T-005  Mohammad R. Oskoorouchi
 Hamid Ghaffari
 Tamás Terlaky 
 An interior point constraint generation method for semi-infinite linear programming  
08T-004  Mohamed Saad
 Anthony Vannelli
 Hu Zhang
 Tamás Terlaky 
 A Provably Good Global Routing Algorithm in Multilayer IC and MCM Layout Design  
08T-003  Logan Rakai
 Laleh Behjat
 Shawki Areibi
 Tamás Terlaky 
 Fast and Effective Congestion Prediction Methods for ILP-based Global Routing  
08T-002  Andrew M. Ross
 Ying Rong
 Lawrence V. Snyder 
 Supply Distribution with Time-Dependent Parameters  
08T-001  Berrin Aytac
 S. David Wu 
 Characterization of Demand for Short Life-Cycle Technology Products  
07T-008  Joseph C. Hartman
 Stephen L. Liedtka
 Lawrence V. Snyder 
 The Impact of US Tax Depreciation Law on Asset Location and Ownership Decisions  
07T-007  Mark S. Daskin
 Chung-Piaw Teo
 Lawrence V. Snyder 
 The Stochastic Location Model with Risk Pooling  
07T-006  Nicholas G. Odrey  Error Recovery in Production Systems: A Petri Net Based Intelligent System Approach  
07T-005  S. David Wu
 Berrin Aytac 
 Characterization of Demand for Short Life-Cycle Technology Products  
07T-004  Wasu Glankwamdee
 Jeffrey Linderoth
 Jierui Shen 
 Combining Optimization and Simulation for Strategic and Operational Industrial Gas Production and Distribution  
07T-003  Rockey Myall
 Aurélie C. Thiele 
 Addressing Exchange Rate Uncertainty in Operational Hedging: A Comparison of Three Risk Measures  
07T-002  Pinar Keles
 Joseph Hartman 
 Evaluating Portfolios of Multi-Stage Investment Projects with Approximate Dynamic Programming  
07T-001  Jeffrey Linderoth
 Francois Margot
 Greg Thain 
 The Tera-Gridiron: A Natural Turf for High-Throughput Computing  
06W-002  Julie Drzymalski
 Nicholas Odrey 
 Development of a Process Reference Model and Performance Measures for use in a Synchronized Supply Chain  
06T-009  Menal Guzelsoy
 Ted K. Ralphs 
 Duality for Mixed Integer Linear Programs  
06T-008  Clara Novoa
 Jeffrey Linderoth
 Rosemary Berger
 Robert Storer 
 A Set-Partitioning-Based Model for the Stochastic Vehicle Routing Problem  
06T-007  James Ostrowski
 Jeffrey Linderoth 
 Orbital Branching  
06T-006  Banu Gemici
 S. David Wu 
 Adjusting Production Decisions for Short Life Cycle Products  
06T-005  Banu Gemici
 Jeffrey Linderoth
 S. David Wu
 Jeffry Moore 
 R&D Project Portfolio Analysis for the Semiconductor Industry  
06T-004  Wasu Glankwamdee
 Jeffrey Linderoth 
 Lookahead Branching for Mixed Integer Programming  
06T-003  Joseph C. Hartman
 Kamokan Laksana 
 Designing and Pricing Menus of Extended Warranty Contracts  
06T-001  Udom Janjarassuk
 Jeffrey Linderoth 
 Reformulation and Sampling to Solve a Stochastic Network  
05T-009  Andrew M. Ross
 Ying Rong
 Lawrence V. Snyder 
 Supply Disruptions with Time-Dependent Parameters  
05T-008  Aurélie Thiele  Robust Stochastic Programming with Uncertain Probabilities  
05T-007  Aurélie Thiele  Robust Linear Optimization with Recourse  
05T-006  Aurélie Thiele  Multiperiod Pricing via Robust Optimization  
05T-005  Lawrence V. Snyder  A Tight Approximation for a Continuous-Review Inventory Model with Supply Disruptions  
05T-004  Lawrence V. Snyder  A Note on the Robust International Sourcing Algorithm of Gutiérrez and Kouvelis  
05T-003  Joseph C. Hartman
 Stephen L. Liedtka
 Lawrence V. Snyder 
 The Impact of US Tax Depreciation Law on Asset Location and Ownership Decisions  
05T-002  Michael B. Freimer
 Douglas J. Thomas
 Jeffrey T. Linderoth 
 Reducing Bias in Stochastic Linear Programs with Sampling Methods  
05T-001  Wasu Glankwamdee
 J.T. Linderoth 
 MW: A Software Framework for Combinatorial Optimization on Computational Grids  
04T-024  Joseph C. Hartman
 Shangyuan Luo 
 Solving the Parallel Replacement Problem Under Economies of Scale and Non-Decreasing Demand with Branch-and-Cut  
04T-023  J. T. Linderoth
 Ted K. Ralphs 
 Noncommercial Software for Mixed-Integer Linear Programming  
04T-022  Ted K. Ralphs
 M. Guzelsoy 
 Duality, Warm Starting, and Sensitivity Analysis in Integer Line Programming  
04T-021  Nicholas G. Odrey
 Gonzalo Mejía 
 An Augmented Petri Net Approach for Error Recovery in Manufacturing Systems Control  
04T-020  T. K. Ralphs   SYMPHONY 5.0 User's Manual  
04T-019  T. K. Ralphs
 M. V. Galati 
 Decomposition in Integer Linear Programming  
04T-018  Lawrence V. Snyder
 Mark S. Daskin 
 A Random-Key Genetic Algorithm for the Generalized Traveling Salesman Problem  
04T-017  Lawrence V. Snyder
 Mark S. Daskin
 Chung-Piaw Teo
 The Stochastic Location Model with Risk Pooling  
04T-016  Lawrence V. Snyder
 Mark S. Daskin 
 Reliability Models for Facility Location: The Expected Failure Cost Case  
04T-015  Lawrence V. Snyder  Facility Location Under Uncertainty: A Review  
04T-014  Lawrence V. Snyder
 Mark S. Daskin 
 Stochastic p-Robust Location Problems  
04T-013  Gonzalo Mejía
 Nicholas G. Odrey 
 Real-Time Control and Error Recovery of Flexible Manufacturing Workstations: An Approach Based on Petri Nets  
04T-012  Nicholas G. Odrey
 Gonzalo Mejía 
 Error Recovery for Real-Time Manufacturing Control Via Augmented Petri Nets  
04T-011  T. K. Ralphs
 Menal Guzelsoy 
 The SYMPHONY Callable Library for Mixed Integer Programming  
04T-010  Y. Xu
 T. K. Ralphs
 L. Ladányi
 M. J. Saltzman 
 ALPS: A Framework for Implementing Parallel Search Algorithms  
04T-009  Thomas C. Perry
 Joseph C. Hartman 
 Allocating Manufacturing Capacity by Solving A Dynamic Stochastic Multi-Knapsack Problem  
04T-008  Thomas C. Perry
 Joseph C. Hartman 
 Flexible Implementation of Dynamic Programs Using Numerical Representations of State Space Vectors  
04T-007  Gonzalo Mejía
 Nicholas G. Odrey 
 Job Shop Scheduling in Manufacturing: An Approach Using Petri Nets and Heuristic Search  
04T-006  Jeffrey Linderoth  A Simplicial Branch-and-Bound Algorithm for Solving Quadratically Constrained Quadratic Programs  
04T-005  Peter A. Huegler
 Joseph C. Hartman 
 Fulfilling Customer Orders for Steel Plates from Existing Inventory  
04T-004  Ted K. Ralphs
 Matthew J. Saltzman
 Margaret M. Wiecek 
 An Improved Algorithm for Solving Biobjective Integer Programs  
04T-003  Louis J. Plebani
 Sihua Chen 
 Balancing U-Shaped Assembly Lines with Parallel Stations  
04T-002  Joseph C. Hartman
 Alison Murphy 
 Finite Horizon Equipment Replacement Analysis  
04T-001  Selcuk Avci
 Robert H. Storer 
 Compact Local Search Neighborhoods for Generalized Scheduling  
03W-004  Andrew M. Ross  Useful Bounds on the Expected Maximum of Correlated Normal Variables  
03T-011  T.K. Ralphs
 L. Ladanyi
 M.J. Saltzman 
 Parallel Branch, Cut, and Price for Large-Scale Discrete Optimization  
03T-010  Serkan Özkan
 S. David Wu 
 Competitive Bidding Strategies in Repeated Procurement Auctions  
03T-009  Murat Erkoc
 S. David Wu 
 Delivery-Date Coordination in an Internal Market via Risk Sharing  
03T-008  Louis Plebani
 Sihua Chen 
 HUP: Heuristic for U-Shaped Parallel Lines  
03T-007  Sihua Chen
 Louis Plebani 
 Balancing U-Shaped Assembly Lines  
03T-006  T. K. Ralphs
 L. Ladányi 
 SYMPHONY 4.0 User’s Manual  
03T-005  T. K. Ralphs
 M. V. Galati 
 Decomposition and Dynamic Cut Generation in Integer Programming  
03T-003  Jennifer L. Rogers
 Joseph C. Hartman 
 Equipment Replacement Under Continuous and Discontinuous Technological Change  
03T-002  Alison Kulp
 Joseph C. Hartman
 Optimal Tax Depreciation and Loss Carry-Forward and Backward Options  
03T-001  Shmuel Oren
 Andrew M. Ross 
 Can We Prevent the Gaming of Ramp Constraints  
02W-002  Gonzalo Mejia
 Nicholas G. Odrey 
 A Multi-Level Multi-Layer Petri Net Approach to Modeling and Optimization of Production Systems  
02W-001  Gonzalo Mejia
 Nicholas G. Odrey 
 Modeling and Optimization of Production Systems With Timed Color Petri Nets and Heuristic Search  
02T-005  Mingzhou Jin
 S. David Wu 
 Procurement Auction with Supplier Coalitions: Validity Requirements and Mechanism Design  
02T-004  Murat Erkoc
 S. David Wu 
 Managing High-Tech Capacity Expansion Via Reservation Contracts  
02T-003  Peter A. Huegler
 Joseph C. Hartman 
 Problem Reduction for One-Dimensional Cutting and Packing Problems  
01W-009  T. K. Ralphs
 J. C. Hartman 
 Capacitated Node Routing Problems (Preliminary Progress Report)  
01T-011  T. K. Ralphs
 L. Ladanyi
 M. Esö 
 SYMPHONY 2.8 User’s Manual  
01T-010  L. Ladanyi
 T. K. Ralphs
 M. Saltzman 
 A Library Hierarchy for Implementing Scalable Parallel Search Algorithms  
01T-008  Mingzhou Jin
 S. David Wu 
 Modeling Capacity Reservation in High-Tech Manufacturing  
01T-007  Erhan Kutanoglu
 S. David Wu 
 Collaborative Resource Planning with Distributed Agents  
01T-006  Suleyman Karabuk
 S. David Wu 
 Incentive Schemes For Semiconductor Capacity Allocation  
01T-005  Peiling Wu
 Joseph C. Hartman
 George R. Wilson 
 An Integrated Model and Solution Approach for Fleet Sizing with Heterogeneous Assets  
01T-003  Hakan Golbasi
 S. David Wu 
 Lead-Time Coordination Between Marketing and Operations in an Internal Market  
01T-002  Kadir Ertogral
 S. David Wu 
 A Bargaining Game for Supply Chain Contracting  
01T-001  Suleyman Karabuk
 S. David Wu 
 Decentralizing Semiconductor Capacity Planning Via Internal Market Coordination  
00T-013  Joseph C. Hartman
 Hui Wang 
 QFD Driven Resource Allocation Models Using Generalized Network Flow Structures  
00T-012  Kadir Ertogral
 S. David Wu 
 A Bargaining Game for Supply Chain Contracting in Electronic Markets  
00T-011  Erhan Kutanoglu
 S. David Wu 
 An Incentive Compatible Mechanism for Distributed Resource Planning  
00T-010  Robert H. Storer
 Joseph C. Hartman 
 The Container Loading Problem with Tipping Considerations  
00T-009  Suleyman Karabuk
 S. David Wu 
 Decentralizing Semiconductor Capacity Planning Via Internal Market Coordination  
00T-008  Peiling Wu
 Joseph C. Hartman
 George R. Wilson 
 A Demand-Shifting Feasibility Algorithm for Benders Decomposition  
00T-007  Mingzhou Jin
 S. David Wu 
 Contracting in Electronic Market-Driven Supply Chains: Models and Analysis  
00T-006  Mingzhou Jin
 S. David Wu 
 Forming Supplier Coalitions in eCommerce Auctions: Validity Requirements and a Profit Distribution Mechanism  
00T-005  Peter A. Huegler
 Joseph C. Hartman
 Louis A. Martin-Vega 
 An Analysis of Cutting Stock Problems Generated by CUTGEN1  
00T-004  Murat Erkoc
 S. David Wu 
 Competitive Due-Date Setting Management Across Marketing and Manufacturing  
00T-003  Selcuk Avci
 M. Selim Akturk
 Robert H. Storer 
 A Problem Space Algorithm for Single Machine Weighted Tardiness Problems  
00T-002  Joseph C. Hartman
 Raymond V. Hartman 
 After-Tax Economic Replacement Analysis  
00T-001  Robert M. E. Christie
 S. David Wu
 Semiconductor Capacity Planning: Stochastic Modeling and Computational Studies  
99T-012  Suleyman Karabuk
 S. David Wu 
 Strategic Capacity Planning in the Semiconductor Industry: A Stochastic Programming Approach  
99T-011  Joseph C. Hartman
 Tongqiang Wu
 Generalized Economic Life  
99T-010  S. David Wu
 Hakan Golbasi 
 Manufacturing Planning Over Alternative Facilities: Modeling, Analysis and Algorithms  
99T-009  Robert H. Storer  Extensions of and Uses for the Differencing Algorithm for Number Partitioning  
99T-008  Joseph C. Hartman  Parallel Replacement Analysis Under Variable Asset Utilization and Stochastic Demand: The Two Asset Case  
99T-007  Jianbiao Pan
 Gregory L. Tonkay
 Robert H. Storer
 Ronald M. Sallade
 David J. Leandri 
 Gauge Repeatability & Reproducibility Study for a 3-D Solder Paste Inspection System  
99T-006  Jianbiao Pan
 Gregory L. Tonkay 
 A Study of the Aperture Filling Process in Solder Paste Stencil Printing  
99T-005  Jianbiao Pan
 Gregory L. Tonkay
 Robert H. Storer
 Ronald M. Sallade
 David J. Leandri 
 Critical Variables of Solder Paste Stencil Printing for Micro-BGA and Fine Pitch QFP  
99T-004  Kedar S. Naphade
 S. David Wu.
 Robert H. Storer
 Graph-Theoretic Generation of Assembly Plans (Part II: Problem Decomposition and Optimization Algorithms)  
99T-003  Kedar S. Naphade
 Robert H. Storer
 S. David Wu 
 Graph-Theoretic Generation of Assembly Plans (Part I: Correct Generation of Precedence Graphs)  
99T-002  S. David Wu
 Robin O. Roundy
 Robert H. Storer
 Louis A. Martin-Vega 
 Manufacturing Logistics Research: Taxonomy and Directions  
99T-001  Kadir Ertogral
 S. David Wu 
 Auction-Theoretic Coordination of Production Planning in the Supply Chain  
98W-009  Peiling Wu
 Joseph C. Hartman
 George R. Wilson 
 Asset Replacement and Fleet Sizing in the Truck Rental Industry  
98W-008   Murat Erkoc
 Nicholas G. Odrey 
 A Petri Net Model for Flexible and Dynamic Process Planning  
98W-006  Jonathan D. Green
 Nicholas G. Odrey 
 Petri Net Models for Analysis and Control of Re-Entrant Flow Semiconductor Wafer Fabrication  
98T-013  Mary J. Meixell
 S. David Wu 
 Scenario Analysis of Demands in a Technology Market Using Leading Indicators  
98T-012  Jianbiao Pan
 Gregory L. Tonkay
 Alejandro Quintero 
 Screen Printing Process Design of Experiments for Fine Line Printing of Thick Film Ceramic Substrates  
98T-011  Gregory L. Tonkay
 Jianbiao Pan
 Kannachai Kanlayasiri 
 Substrate Cleanliness Study in the Screen Printing of Thick Film Ceramic Substrates  
98T-010  Kadir Ertogral
 S. David Wu
 Laura I. Burke 
 Integrating Production and Transportation Logistics in a Supply Chain Environment: A Lagrangean Decomposition Approach  
98T-007  S. David Wu
 Mary J. Meixell 
 Relating Demand Behavior and Production Policies in the Manufacturing Supply Chain  
98T-005  S. David Wu
 Hakan Golbasi 
 A Path Constrained Approach to Dynamic Network Routing: A Virtual Clustering and Flow Deviation Algorithm  
98T-004  S. David Wu
 Hakan Golbasi
 A Multicommodity Flow Model for Manufacturing Planning Over Alternative Facilities  
98T-003  Joseph C. Hartman  An Economic Replacement Model with Probabilistic Asset Utilization  
98T-002  Kadir Ertogral
 George R. Wilson 
 An Approach to Develop Base-Stock Inventory Control Policy in Serial Production Systems with Some Stochastic Features  
98T-001  Erhan Kutanoglu
 S. David Wu 
 Improving Scheduling Robustness via Stochastic Analysis and Dynamic Adaptation  

/sites/engineering.lehigh.edu/files/_DEPARTMENTS/ise/pdf/tech-papers/22/22T_004.pdf