Alexander Mitsos

  • RWTH Aachen University, Germany

According to our database1, Alexander Mitsos authored at least 60 papers between 2008 and 2021.

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



In proceedings 
PhD thesis 


Online presence:



Deterministic global optimization with Gaussian processes embedded.
Math. Program. Comput., 2021

Global Solution of Semi-infinite Programs with Existence Constraints.
J. Optim. Theory Appl., 2021

Linearization of McCormick relaxations and hybridization with the auxiliary variable method.
J. Glob. Optim., 2021

Validation Methods for Energy Time Series Scenarios from Deep Generative Models.
CoRR, 2021

Principal Component Density Estimation for Scenario Generation Using Normalizing Flows.
CoRR, 2021

Design of Dynamic Experiments for Black-Box Model Discrimination.
CoRR, 2021

Nonlinear model predictive control of ultra-high-purity air separation units using transient wave propagation model.
Comput. Chem. Eng., 2021

Process systems engineering - <i>The generation next?</i>.
Comput. Chem. Eng., 2021

COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization.
Comput. Chem. Eng., 2021

Global Optimization of Gaussian processes.
CoRR, 2020

Polynomial approximation of inequality path constraints in dynamic optimization.
Comput. Chem. Eng., 2020

Wavelet-based grid-adaptation for nonlinear scheduling subject to time-variable electricity prices.
Comput. Chem. Eng., 2020

Model compendium, data, and optimization benchmarks for sector-coupled energy systems.
Comput. Chem. Eng., 2020

Simulation of differential-algebraic equation systems with optimization criteria embedded in Modelica.
Comput. Chem. Eng., 2020

Integrated design of processes and products: Optimal renewable fuels.
Comput. Chem. Eng., 2020

Quality-targeting dynamic optimization of monoclonal antibody production.
Comput. Chem. Eng., 2020

Optimization-based observability analysis.
Comput. Chem. Eng., 2020

Deterministic global superstructure-based optimization of an organic Rankine cycle.
Comput. Chem. Eng., 2020

Dynamic optimization with complementarity constraints: Smoothing for direct shooting.
Comput. Chem. Eng., 2020

Modular modeling of electrochemical reactors: Comparison of CO<sub>2</sub>-electolyzers.
Comput. Chem. Eng., 2020

Converting networks to predictive logic models from perturbation signalling data with CellNOpt.
Bioinform., 2020

Guaranteed satisfaction of inequality state constraints in PDE-constrained optimization.
Autom., 2020

Deterministic Global Optimization with Artificial Neural Networks Embedded.
J. Optim. Theory Appl., 2019

Tighter McCormick relaxations through subgradient propagation.
J. Glob. Optim., 2019

On tightness and anchoring of McCormick and other relaxations.
J. Glob. Optim., 2019

Correction to: Optimal deterministic algorithm generation.
J. Glob. Optim., 2019

Discretization-based algorithms for generalized semi-infinite and bilevel programs with coupling equality constraints.
J. Glob. Optim., 2019

Deterministic global process optimization: Accurate (single-species) properties via artificial neural networks.
Comput. Chem. Eng., 2019

Model-based bidding strategies on the primary balancing market for energy-intense processes.
Comput. Chem. Eng., 2019

Optimal operation of dynamic (energy) systems: When are quasi-steady models adequate?
Comput. Chem. Eng., 2019

Relaxations of thermodynamic property and costing models in process engineering.
Comput. Chem. Eng., 2019

Convex relaxations of componentwise convex functions.
Comput. Chem. Eng., 2019

Optimization-based global structural identifiability.
Comput. Chem. Eng., 2019

Dynamic optimization of an emulsion copolymerization process for product quality using a deterministic kinetic model with embedded Monte Carlo simulations.
Comput. Chem. Eng., 2019

Optimal deterministic algorithm generation.
J. Glob. Optim., 2018

Bounded-error optimal experimental design via global solution of constrained min-max program.
Comput. Chem. Eng., 2018

Robust dynamic optimization of batch processes under parametric uncertainty: Utilizing approaches from semi-infinite programs.
Comput. Chem. Eng., 2018

Challenges in process optimization for new feedstocks and energy sources.
Comput. Chem. Eng., 2018

Erratum to: Multivariate McCormick relaxations.
J. Glob. Optim., 2017

A hybrid discretization algorithm with guaranteed feasibility for the global solution of semi-infinite programs.
J. Glob. Optim., 2017

Deterministic global optimization of process flowsheets in a reduced space using McCormick relaxations.
J. Glob. Optim., 2017

Systematic approach for modeling reaction networks involving equilibrium and kinetically-limited reaction steps.
Comput. Chem. Eng., 2017

Multi-model approach based on parametric sensitivities - A heuristic approximation for dynamic optimization of semi-batch processes with parametric uncertainties.
Comput. Chem. Eng., 2017

Thermodynamic analysis of formulations to discriminate multiple roots of cubic equations of state in process models.
Comput. Chem. Eng., 2017

Convergence analysis of multivariate McCormick relaxations.
J. Glob. Optim., 2016

Global optimization of generalized semi-infinite programs via restriction of the right hand side.
J. Glob. Optim., 2015

Local optimization of dynamic programs with guaranteed satisfaction of path constraints.
Autom., 2015

Higher-order Discrete Adjoint ODE Solver in C++ for Dynamic Optimization.
Proceedings of the International Conference on Computational Science, 2015

Multivariate McCormick relaxations.
J. Glob. Optim., 2014

Convergence analysis of Taylor models and McCormick-Taylor models.
J. Glob. Optim., 2013

Convergence rate of McCormick relaxations.
J. Glob. Optim., 2012

Combined logical and data-driven models for linking signalling pathways to cellular response.
BMC Syst. Biol., 2011

Modeling signaling pathways in articular cartilage.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Global solution of nonlinear mixed-integer bilevel programs.
J. Glob. Optim., 2010

McCormick-Based Relaxations of Algorithms.
SIAM J. Optim., 2009

Identifying Drug Effects via Pathway Alterations using an Integer Linear Programming Optimization Formulation on Phosphoproteomic Data.
PLoS Comput. Biol., 2009

Towards global bilevel dynamic optimization.
J. Glob. Optim., 2009

Parametric mixed-integer 0-1 linear programming: The general case for a single parameter.
Eur. J. Oper. Res., 2009

Relaxation-Based Bounds for Semi-Infinite Programs.
SIAM J. Optim., 2008

Global solution of bilevel programs with a nonconvex inner program.
J. Glob. Optim., 2008