Nikolaos V. Sahinidis

According to our database1, Nikolaos V. Sahinidis authored at least 85 papers between 1992 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



GPU parameter tuning for tall and skinny dense linear least squares problems.
Optim. Methods Softw., 2020

On the impact of running intersection inequalities for globally solving polynomial optimization problems.
Math. Program. Comput., 2020

Optimality-based domain reduction for inequality-constrained NLP and MINLP problems.
J. Glob. Optim., 2020

A Discussion on Practical Considerations with Sparse Regression Methodologies.
CoRR, 2020

OR-Gym: A Reinforcement Learning Library for Operations Research Problem.
CoRR, 2020

Industrial text analytics for reliability with derivative-free optimization.
Comput. Chem. Eng., 2020

A deep reinforcement learning approach for chemical production scheduling.
Comput. Chem. Eng., 2020

QPLIB: a library of quadratic programming instances.
Math. Program. Comput., 2019

Tuning BARON using derivative-free optimization algorithms.
J. Glob. Optim., 2019

Forty years of <i>Computers and Chemical Engineering</i>: Analysis of the field via text mining techniques.
Comput. Chem. Eng., 2019

Automated learning of chemical reaction networks.
Comput. Chem. Eng., 2019

Evaluating and ranking patents with multiple criteria: How many criteria are required to find the most promising patents?
Comput. Chem. Eng., 2019

Heat Exchanger Circuitry Design by Decision Diagrams.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019

Exploiting integrality in the global optimization of mixed-integer nonlinear programming problems with BARON.
Optim. Methods Softw., 2018

A hybrid LP/NLP paradigm for global optimization relaxations.
Math. Program. Comput., 2018

A global MINLP approach to symbolic regression.
Math. Program., 2018

An efficient strategy for the activation of MIP relaxations in a multicore global MINLP solver.
J. Glob. Optim., 2018

Global optimization of nonconvex problems with convex-transformable intermediates.
J. Glob. Optim., 2018

Infeasibility resolution for multi-purpose batch process scheduling.
Comput. Chem. Eng., 2018

Bounds tightening based on optimality conditions for nonconvex box-constrained optimization.
J. Glob. Optim., 2017

Deletion Presolve for Accelerating Infeasibility Diagnosis in Optimization Models.
INFORMS J. Comput., 2017

Optimization of circuitry arrangements for heat exchangers using derivative-free optimization.
CoRR, 2017

Computer-aided molecular design: An introduction and review of tools, applications, and solution techniques.
CoRR, 2017

Domain reduction techniques for global NLP and MINLP optimization.
Constraints An Int. J., 2017

The ALAMO approach to machine learning.
Comput. Chem. Eng., 2017

Risk analysis of turnaround reschedule planning in integrated chemical sites.
Comput. Chem. Eng., 2017

Global optimization of mathematical programs with complementarity constraints and application to clean energy deployment.
Optim. Lett., 2016

Medium-term maintenance turnaround planning under uncertainty for integrated chemical sites.
Comput. Chem. Eng., 2016

Simulation optimization: a review of algorithms and applications.
Ann. Oper. Res., 2016

Global optimization of nonconvex problems with multilinear intermediates.
Math. Program. Comput., 2015

A combined first-principles and data-driven approach to model building.
Comput. Chem. Eng., 2015

Long-term turnaround planning for integrated chemical sites.
Comput. Chem. Eng., 2015

Global optimization of general non-convex problems with intermediate bilinear substructures.
Optim. Methods Softw., 2014

Relaxations of factorable functions with convex-transformable intermediates.
Math. Program., 2014

Global optimization of general nonconvex problems with intermediate polynomial substructures.
J. Glob. Optim., 2014

Preface: Honoring the 60th birthday of Panos M. Pardalos.
J. Glob. Optim., 2014

Convex envelopes generated from finitely many compact convex sets.
Math. Program., 2013

Derivative-free optimization: a review of algorithms and comparison of software implementations.
J. Glob. Optim., 2013

Convex envelopes of products of convex and component-wise concave functions.
J. Glob. Optim., 2012

A review of the LU update in the simplex algorithm.
Int. J. Math. Oper. Res., 2012

A review of LU factorisation in the simplex algorithm.
Int. J. Math. Oper. Res., 2012

Scaling linear optimization problems prior to application of the simplex method.
Comput. Optim. Appl., 2012

Comput. Chem. Eng., 2012

Semidefinite relaxations for quadratically constrained quadratic programming: A review and comparisons.
Math. Program., 2011

GPU simulations for risk assessment in CO<sub>2</sub> geologic sequestration.
Comput. Chem. Eng., 2011

An integer programming approach to DNA sequence assembly.
Comput. Biol. Chem., 2011

GPU-BLAST: using graphics processors to accelerate protein sequence alignment.
Bioinform., 2011

GPU computing with Kaczmarz's and other iterative algorithms for linear systems.
Parallel Comput., 2010

Exploiting physical properties in protein structure alignment.
BMC Bioinform., 2010

Portfolio optimization for wealth-dependent risk preferences.
Ann. Oper. Res., 2010

Contact Map Overlap Maximization Problem, CMO.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Time-Dependent Traveling Salesman Problem.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Optimization Techniques for Phase Retrieval Based on Single-Crystal X-Ray Diffraction Data.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Chemical Process Planning.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Global optimization.
Optim. Methods Softw., 2009

Multiterm polyhedral relaxations for nonconvex, quadratically constrained quadratic programs.
Optim. Methods Softw., 2009

Optimization techniques in molecular structure and function elucidation.
Comput. Chem. Eng., 2009

Selection, acquisition, and allocation of manufacturing technology in a multi-period environment.
Eur. J. Oper. Res., 2008

A branch-and-bound algorithm for the continuous facility layout problem.
Comput. Chem. Eng., 2008

Global optimization in stabilizing controller design.
J. Glob. Optim., 2007

A Reduction-Based Exact Algorithm for the Contact Map Overlap Problem.
J. Comput. Biol., 2007

Residue-rotamer-reduction algorithm for the protein side-chain conformation problem.
Bioinform., 2006

A Branch-and-Reduce Algorithm for the Contact Map Overlap Problem.
Proceedings of the Research in Computational Molecular Biology, 2006

A polyhedral branch-and-cut approach to global optimization.
Math. Program., 2005

Accelerating Branch-and-Bound through a Modeling Language Construct for Relaxation-Specific Constraints.
J. Glob. Optim., 2005

Optimization of metabolic pathways under stability considerations.
Comput. Chem. Eng., 2005

Global optimization of mixed-integer nonlinear programs: A theoretical and computational study.
Math. Program., 2004

A finite branch-and-bound algorithm for two-stage stochastic integer programs.
Math. Program., 2004

Optimization under uncertainty: state-of-the-art and opportunities.
Comput. Chem. Eng., 2004

Global Optimization of Multiplicative Programs.
J. Glob. Optim., 2003

An Approximation Scheme for Stochastic Integer Programs Arising in Capacity Expansion.
Oper. Res., 2003

Simultaneous parameter estimation and model structure determination in FTIR spectroscopy by global MINLP optimization.
Comput. Chem. Eng., 2003

Convex extensions and envelopes of lower semi-continuous functions.
Math. Program., 2002

Global Optimization of 0-1 Hyperbolic Programs.
J. Glob. Optim., 2002

Global Optimization and Constraint Satisfaction: The Branch-and-Reduce Approach.
Proceedings of the Global Optimization and Constraint Satisfaction, 2002

Semidefinite Relaxations of Fractional Programs via Novel Convexification Techniques.
J. Glob. Optim., 2001

Analysis of Bounds for Multilinear Functions.
J. Glob. Optim., 2001

A Finite Algorithm for Global Minimization of Separable Concave Programs.
J. Glob. Optim., 1998

The assignment problem with external interactions.
Networks, 1997

Process planning in a fuzzy environment.
Eur. J. Oper. Res., 1997

BARON: A general purpose global optimization software package.
J. Glob. Optim., 1996

A branch-and-reduce approach to global optimization.
J. Glob. Optim., 1996

Long range planning in the process industries: A projection approach.
Comput. Oper. Res., 1996

Heuristic Bounds and Test Problem Generation for the Time-Dependent Traveling Salesman Problem.
Transp. Sci., 1995

Reformulation of the Multiperiod MILP Model for Capacity Expansion of Chemical Processes.
Oper. Res., 1992