Nikolaos V. Sahinidis

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 49

Top Venues

Publications

Benjamin Sauk, Nikolaos V. Sahinidis
Hyperparameter autotuning of programs with HybridTuner. Ann. Math. Artif. Intell. 91 (2) (2023)
Kaiwen Ma, Luis Miguel Rios, Atharv Bhosekar, Nikolaos V. Sahinidis, Sreekanth Rajagopalan
Branch-and-Model: a derivative-free global optimization algorithm. Comput. Optim. Appl. 85 (2) (2023)
Nikolaos Ploskas, Nikolaos V. Sahinidis
Review and comparison of algorithms and software for mixed-integer derivative-free optimization. J. Glob. Optim. 82 (3) (2022)
Kaiwen Ma, Nikolaos V. Sahinidis, Satyajith Amaran, Rahul Bindlish, Scott J. Bury, Devin Griffith, Sreekanth Rajagopalan
Data-driven strategies for optimization of integrated chemical plants. Comput. Chem. Eng. 166 (2022)
Carlos J. Nohra, Arvind U. Raghunathan, Nikolaos V. Sahinidis
SDP-quality bounds via convex quadratic relaxations for global optimization of mixed-integer quadratic programs. Math. Program. 196 (1) (2022)
Kaiwen Ma, Nikolaos V. Sahinidis, Rahul Bindlish, Scott J. Bury, Reza Haghpanah, Sreekanth Rajagopalan
Data-driven strategies for extractive distillation unit optimization. Comput. Chem. Eng. 167 (2022)
Chenglin Zheng, Xi Chen, Tong Zhang, Nikolaos V. Sahinidis, Jeffrey J. Siirola
Learning process patterns via multiple sequence alignment. Comput. Chem. Eng. 159 (2022)
Shaohan Chen, Nikolaos V. Sahinidis, Chuanhou Gao
Transfer Learning in Information Criteria-based Feature Selection. J. Mach. Learn. Res. 23 (2022)
Santanu S. Dey, James R. Luedtke, Nikolaos V. Sahinidis
Special Issue: Global Solution of Integer, Stochastic and Nonconvex Optimization Problems. Math. Program. 196 (1) (2022)
Benjamin Sauk, Nikolaos V. Sahinidis
HybridTuner: Tuning with Hybrid Derivative-Free Optimization Initialization Strategies. LION (2021)
Benjamin Sauk, Nikolaos V. Sahinidis
Backward Stepwise Elimination: Approximation Guarantee, a Batched GPU Algorithm, and Empirical Investigation. SN Comput. Sci. 2 (5) (2021)
Shaohan Chen, Nikolaos V. Sahinidis, Chuanhou Gao
Transfer Learning in Information Criteria-based Feature Selection. CoRR (2021)
Nikolaos Ploskas, Nikolaos V. Sahinidis, Nikolaos Samaras
A triangulation and fill-reducing initialization procedure for the simplex algorithm. Math. Program. Comput. 13 (3) (2021)
Jonggeol Na, Ji Hyun Bak, Nikolaos V. Sahinidis
Efficient Bayesian inference using adversarial machine learning and low-complexity surrogate models. Comput. Chem. Eng. 151 (2021)
Carlos J. Nohra, Arvind U. Raghunathan, Nikolaos V. Sahinidis
Spectral Relaxations and Branching Strategies for Global Optimization of Mixed-Integer Quadratic Programs. SIAM J. Optim. 31 (1) (2021)
Kaiwen Ma, Nikolaos V. Sahinidis, Sreekanth Rajagopalan, Satyajith Amaran, Scott J. Bury
Decomposition in derivative-free optimization. J. Glob. Optim. 81 (2) (2021)
Anatoliy Kuznetsov, Nikolaos V. Sahinidis
ExtractionScore: A Quantitative Framework for Evaluating Synthetic Routes on Predicted Liquid-Liquid Extraction Performance. J. Chem. Inf. Model. 61 (5) (2021)
Christian D. Hubbs, Hector D. Perez, Owais Sarwar, Nikolaos V. Sahinidis, Ignacio E. Grossmann, John M. Wassick
OR-Gym: A Reinforcement Learning Library for Operations Research Problem. CoRR (2020)
Christian D. Hubbs, Can Li, Nikolaos V. Sahinidis, Ignacio E. Grossmann, John M. Wassick
A deep reinforcement learning approach for chemical production scheduling. Comput. Chem. Eng. 141 (2020)
Owais Sarwar, Benjamin Sauk, Nikolaos V. Sahinidis
A Discussion on Practical Considerations with Sparse Regression Methodologies. CoRR (2020)
Yi Zhang, Nikolaos V. Sahinidis, Carlos J. Nohra, Gang Rong
Optimality-based domain reduction for inequality-constrained NLP and MINLP problems. J. Glob. Optim. 77 (3) (2020)
Tong Zhang, Aakash Bhatia, Darshan Pandya, Nikolaos V. Sahinidis, Yanan Cao, Jesus Flores-Cerrillo
Industrial text analytics for reliability with derivative-free optimization. Comput. Chem. Eng. 135 (2020)
Benjamin Sauk, Nikolaos Ploskas, Nikolaos V. Sahinidis
GPU parameter tuning for tall and skinny dense linear least squares problems. Optim. Methods Softw. 35 (3) (2020)
Alberto Del Pia, Aida Khajavirad, Nikolaos V. Sahinidis
On the impact of running intersection inequalities for globally solving polynomial optimization problems. Math. Program. Comput. 12 (2) (2020)
Nikolaos Ploskas, Christopher R. Laughman, Arvind U. Raghunathan, Nikolaos V. Sahinidis
Heat Exchanger Circuitry Design by Decision Diagrams. CPAIOR (2019)
Zachary T. Wilson, Nikolaos V. Sahinidis
Automated learning of chemical reaction networks. Comput. Chem. Eng. 127 (2019)
Fabio Furini, Emiliano Traversi, Pietro Belotti, Antonio Frangioni, Ambros M. Gleixner, Nick Gould, Leo Liberti, Andrea Lodi, Ruth Misener, Hans D. Mittelmann, Nikolaos V. Sahinidis, Stefan Vigerske, Angelika Wiegele
QPLIB: a library of quadratic programming instances. Math. Program. Comput. 11 (2) (2019)
Nikolaos Ploskas, Tong Zhang, Nikolaos V. Sahinidis, Flor A. Castillo, Krishnan Sankaranarayanan
Evaluating and ranking patents with multiple criteria: How many criteria are required to find the most promising patents? Comput. Chem. Eng. 123 (2019)
Tong Zhang, Nikolaos V. Sahinidis, Carolyn Penstein Rosé, Satyajith Amaran, Bo Shuang
: Analysis of the field via text mining techniques. Comput. Chem. Eng. 129 (2019)
Jianfeng Liu, Nikolaos Ploskas, Nikolaos V. Sahinidis
Tuning BARON using derivative-free optimization algorithms. J. Glob. Optim. 74 (4) (2019)
Aida Khajavirad, Nikolaos V. Sahinidis
A hybrid LP/NLP paradigm for global optimization relaxations. Math. Program. Comput. 10 (3) (2018)
Carlos J. Nohra, Nikolaos V. Sahinidis
Global optimization of nonconvex problems with convex-transformable intermediates. J. Glob. Optim. 72 (2) (2018)
Mustafa R. Kilinç, Nikolaos V. Sahinidis
Exploiting integrality in the global optimization of mixed-integer nonlinear programming problems with BARON. Optim. Methods Softw. 33 (3) (2018)
Yash Puranik, Apurva Samudra, Nikolaos V. Sahinidis, Alexander B. Smith, Bijan Sayyar-Rodsari
Infeasibility resolution for multi-purpose batch process scheduling. Comput. Chem. Eng. 116 (2018)
Alison Cozad, Nikolaos V. Sahinidis
A global MINLP approach to symbolic regression. Math. Program. 170 (1) (2018)
Kai Zhou, Mustafa R. Kilinç, Xi Chen, Nikolaos V. Sahinidis
An efficient strategy for the activation of MIP relaxations in a multicore global MINLP solver. J. Glob. Optim. 70 (3) (2018)
Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury
Simulation optimization: A review of algorithms and applications. CoRR (2017)
Zachary T. Wilson, Nikolaos V. Sahinidis
The ALAMO approach to machine learning. Comput. Chem. Eng. 106 (2017)
Sreekanth Rajagopalan, Nikolaos V. Sahinidis, Satyajith Amaran, Anshul Agarwal, Scott J. Bury, Bikram Sharda, John M. Wassick
Risk analysis of turnaround reschedule planning in integrated chemical sites. Comput. Chem. Eng. 107 (2017)
Nick D. Austin, Nikolaos V. Sahinidis, Daniel W. Trahan
Computer-aided molecular design: An introduction and review of tools, applications, and solution techniques. CoRR (2017)
Zachary T. Wilson, Nikolaos V. Sahinidis
The ALAMO approach to machine learning. CoRR (2017)
Yash Puranik, Nikolaos V. Sahinidis
Deletion Presolve for Accelerating Infeasibility Diagnosis in Optimization Models. INFORMS J. Comput. 29 (4) (2017)
Yash Puranik, Nikolaos V. Sahinidis
Domain reduction techniques for global NLP and MINLP optimization. Constraints An Int. J. 22 (3) (2017)
Yash Puranik, Nikolaos V. Sahinidis
Domain reduction techniques for global NLP and MINLP optimization. CoRR (2017)
Nikolaos Ploskas, Christopher R. Laughman, Arvind U. Raghunathan, Nikolaos V. Sahinidis
Optimization of circuitry arrangements for heat exchangers using derivative-free optimization. CoRR (2017)
Yash Puranik, Nikolaos V. Sahinidis
Bounds tightening based on optimality conditions for nonconvex box-constrained optimization. J. Glob. Optim. 67 (1-2) (2017)
Satyajith Amaran, Tong Zhang, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury
Medium-term maintenance turnaround planning under uncertainty for integrated chemical sites. Comput. Chem. Eng. 84 (2016)
Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury
Simulation optimization: a review of algorithms and applications. Ann. Oper. Res. 240 (1) (2016)
Yan Zhang, Nikolaos V. Sahinidis
Global optimization of mathematical programs with complementarity constraints and application to clean energy deployment. Optim. Lett. 10 (2) (2016)
Xiaowei Bao, Aida Khajavirad, Nikolaos V. Sahinidis, Mohit Tawarmalani
Global optimization of nonconvex problems with multilinear intermediates. Math. Program. Comput. 7 (1) (2015)
Alison Cozad, Nikolaos V. Sahinidis, David C. Miller
A combined first-principles and data-driven approach to model building. Comput. Chem. Eng. 73 (2015)
Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Matt Morrison, Scott J. Bury, Scott Miller, John M. Wassick
Long-term turnaround planning for integrated chemical sites. Comput. Chem. Eng. 72 (2015)
Keith Zorn, Nikolaos V. Sahinidis
Global optimization of general non-convex problems with intermediate bilinear substructures. Optim. Methods Softw. 29 (3) (2014)
Oleg A. Prokopyev, Nikolaos V. Sahinidis
Preface: Honoring the 60th birthday of Panos M. Pardalos. J. Glob. Optim. 59 (2-3) (2014)
Keith Zorn, Nikolaos V. Sahinidis
Global optimization of general nonconvex problems with intermediate polynomial substructures. J. Glob. Optim. 59 (2-3) (2014)
Aida Khajavirad, Jeremy J. Michalek, Nikolaos V. Sahinidis
Relaxations of factorable functions with convex-transformable intermediates. Math. Program. 144 (1-2) (2014)
Satyajith Amaran, Nikolaos V. Sahinidis, Bikram Sharda, Scott J. Bury
Simulation optimization: a review of algorithms and applications. 4OR 12 (4) (2014)
Aida Khajavirad, Nikolaos V. Sahinidis
Convex envelopes generated from finitely many compact convex sets. Math. Program. 137 (1-2) (2013)
Luis Miguel Rios, Nikolaos V. Sahinidis
Derivative-free optimization: a review of algorithms and comparison of software implementations. J. Glob. Optim. 56 (3) (2013)
Joseph M. Elble, Nikolaos V. Sahinidis
A review of LU factorisation in the simplex algorithm. Int. J. Math. Oper. Res. 4 (4) (2012)
Aida Khajavirad, Nikolaos V. Sahinidis
Convex envelopes of products of convex and component-wise concave functions. J. Glob. Optim. 52 (3) (2012)
Joseph M. Elble, Nikolaos V. Sahinidis
A review of the LU update in the simplex algorithm. Int. J. Math. Oper. Res. 4 (4) (2012)
Joseph M. Elble, Nikolaos V. Sahinidis
Scaling linear optimization problems prior to application of the simplex method. Comput. Optim. Appl. 52 (2) (2012)
José Mauricio Pinto, Nikolaos V. Sahinidis
Foreword. Comput. Chem. Eng. 47 (2012)
Panagiotis D. Vouzis, Nikolaos V. Sahinidis
GPU-BLAST: using graphics processors to accelerate protein sequence alignment. Bioinform. 27 (2) (2011)
Yan Zhang, Panagiotis D. Vouzis, Nikolaos V. Sahinidis
geologic sequestration. Comput. Chem. Eng. 35 (8) (2011)
Xiaowei Bao, Nikolaos V. Sahinidis, Mohit Tawarmalani
Semidefinite relaxations for quadratically constrained quadratic programming: A review and comparisons. Math. Program. 129 (1) (2011)
YoungJung Chang, Nikolaos V. Sahinidis
An integer programming approach to DNA sequence assembly. Comput. Biol. Chem. 35 (4) (2011)
Luis Miguel Rios, Nikolaos V. Sahinidis
Portfolio optimization for wealth-dependent risk preferences. Ann. Oper. Res. 177 (1) (2010)
Joseph M. Elble, Nikolaos V. Sahinidis, Panagiotis D. Vouzis
GPU computing with Kaczmarz's and other iterative algorithms for linear systems. Parallel Comput. 36 (5-6) (2010)
Nikolaos V. Sahinidis
Global optimization. Optim. Methods Softw. 24 (4-5) (2009)
Xiaowei Bao, Nikolaos V. Sahinidis, Mohit Tawarmalani
Multiterm polyhedral relaxations for nonconvex, quadratically constrained quadratic programs. Optim. Methods Softw. 24 (4-5) (2009)
Nikolaos V. Sahinidis
Optimization techniques in molecular structure and function elucidation. Comput. Chem. Eng. 33 (12) (2009)
Shabbir Ahmed, Nikolaos V. Sahinidis
Selection, acquisition, and allocation of manufacturing technology in a multi-period environment. Eur. J. Oper. Res. 189 (3) (2008)
Wei Xie, Nikolaos V. Sahinidis
A branch-and-bound algorithm for the continuous facility layout problem. Comput. Chem. Eng. 32 (4-5) (2008)
Wei Xie, Nikolaos V. Sahinidis
A Reduction-Based Exact Algorithm for the Contact Map Overlap Problem. J. Comput. Biol. 14 (5) (2007)
YoungJung Chang, Nikolaos V. Sahinidis
Global optimization in stabilizing controller design. J. Glob. Optim. 38 (4) (2007)
Wei Xie, Nikolaos V. Sahinidis
Residue-rotamer-reduction algorithm for the protein side-chain conformation problem. Bioinform. 22 (2) (2006)
Wei Xie, Nikolaos V. Sahinidis
A Branch-and-Reduce Algorithm for the Contact Map Overlap Problem. RECOMB (2006)
YoungJung Chang, Nikolaos V. Sahinidis
Optimization of metabolic pathways under stability considerations. Comput. Chem. Eng. 29 (3) (2005)
Mohit Tawarmalani, Nikolaos V. Sahinidis
A polyhedral branch-and-cut approach to global optimization. Math. Program. 103 (2) (2005)
Nikolaos V. Sahinidis, Mohit Tawarmalani
Accelerating Branch-and-Bound through a Modeling Language Construct for Relaxation-Specific Constraints. J. Glob. Optim. 32 (2) (2005)
Mohit Tawarmalani, Nikolaos V. Sahinidis
Global optimization of mixed-integer nonlinear programs: A theoretical and computational study. Math. Program. 99 (3) (2004)
Nikolaos V. Sahinidis
Optimization under uncertainty: state-of-the-art and opportunities. Comput. Chem. Eng. 28 (6-7) (2004)
Shabbir Ahmed, Mohit Tawarmalani, Nikolaos V. Sahinidis
A finite branch-and-bound algorithm for two-stage stochastic integer programs. Math. Program. 100 (2) (2004)
Anastasia Vaia, Nikolaos V. Sahinidis
Simultaneous parameter estimation and model structure determination in FTIR spectroscopy by global MINLP optimization. Comput. Chem. Eng. 27 (6) (2003)
Shabbir Ahmed, Nikolaos V. Sahinidis
An Approximation Scheme for Stochastic Integer Programs Arising in Capacity Expansion. Oper. Res. 51 (3) (2003)
Hong-Seo Ryoo, Nikolaos V. Sahinidis
Global Optimization of Multiplicative Programs. J. Glob. Optim. 26 (4) (2003)
Mohit Tawarmalani, Shabbir Ahmed, Nikolaos V. Sahinidis
Global Optimization of 0-1 Hyperbolic Programs. J. Glob. Optim. 24 (4) (2002)
Nikolaos V. Sahinidis
Global Optimization and Constraint Satisfaction: The Branch-and-Reduce Approach. COCOS (2002)
Mohit Tawarmalani, Nikolaos V. Sahinidis
Convex extensions and envelopes of lower semi-continuous functions. Math. Program. 93 (2) (2002)
Mohit Tawarmalani, Nikolaos V. Sahinidis
Semidefinite Relaxations of Fractional Programs via Novel Convexification Techniques. J. Glob. Optim. 20 (2) (2001)
Hong-Seo Ryoo, Nikolaos V. Sahinidis
Analysis of Bounds for Multilinear Functions. J. Glob. Optim. 19 (4) (2001)
J. Parker Shectman, Nikolaos V. Sahinidis
A Finite Algorithm for Global Minimization of Separable Concave Programs. J. Glob. Optim. 12 (1) (1998)
Russ J. Vander Wiel, Nikolaos V. Sahinidis
The assignment problem with external interactions. Networks 30 (3) (1997)
Ming-Long Liu, Nikolaos V. Sahinidis
Process planning in a fuzzy environment. Eur. J. Oper. Res. 100 (1) (1997)
Nikolaos V. Sahinidis
BARON: A general purpose global optimization software package. J. Glob. Optim. 8 (2) (1996)
Ming-Long Liu, Nikolaos V. Sahinidis
Long range planning in the process industries: A projection approach. Comput. Oper. Res. 23 (3) (1996)
Hong-Seo Ryoo, Nikolaos V. Sahinidis
A branch-and-reduce approach to global optimization. J. Glob. Optim. 8 (2) (1996)
Russ J. Vander Wiel, Nikolaos V. Sahinidis
Heuristic Bounds and Test Problem Generation for the Time-Dependent Traveling Salesman Problem. Transp. Sci. 29 (2) (1995)

Nikolaos V. Sahinidis.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Nikolaos V. Sahinidis