Efstratios N. Pistikopoulos

According to our database1, Efstratios N. Pistikopoulos authored at least 134 papers between 1993 and 2021.

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

Timeline

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Bibliography

2021
The exact solution of multiparametric quadratically constrained quadratic programming problems.
J. Glob. Optim., 2021

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

2020
Integrated Process Design and Operational Optimization via Multiparametric Programming
Synthesis Lectures on Engineering, Morgan & Claypool Publishers, 2020

Adjustable robust optimization through multi-parametric programming.
Optim. Lett., 2020

HY-POP: Hyperparameter optimization of machine learning models through parametric programming.
Comput. Chem. Eng., 2020

A Systematic Framework for the synthesis of operable process intensification systems - Reactive separation systems.
Comput. Chem. Eng., 2020

Integrating deep learning models and multiparametric programming.
Comput. Chem. Eng., 2020

A partial multiparametric optimization strategy to improve the computational performance of model predictive control.
Comput. Chem. Eng., 2020

An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems.
Comput. Chem. Eng., 2020

Circular Economy - A challenge and an opportunity for Process Systems Engineering.
Comput. Chem. Eng., 2020

Integrating Deep Learning and Explicit MPC for Advanced Process Control.
Proceedings of the 2020 American Control Conference, 2020

2019
Preface.
J. Glob. Optim., 2019

Multi-parametric global optimization approach for tri-level mixed-integer linear optimization problems.
J. Glob. Optim., 2019

Assisting continuous biomanufacturing through advanced control in downstream purification.
Comput. Chem. Eng., 2019

Process resilience analysis based data-driven maintenance optimization: Application to cooling tower operations.
Comput. Chem. Eng., 2019

Integrated process design, scheduling, and control using multiparametric programming.
Comput. Chem. Eng., 2019

A multi-parametric optimization approach for bilevel mixed-integer linear and quadratic programming problems.
Comput. Chem. Eng., 2019

B-POP: Bi-level parametric optimization toolbox.
Comput. Chem. Eng., 2019

A Global Optimization Algorithm for the Solution of Tri-Level Mixed-Integer Quadratic Programming Problems.
Proceedings of the Optimization of Complex Systems: Theory, 2019

2018
In memoriam: Professor Christodoulos A. Floudas (1959-2016).
J. Glob. Optim., 2018

Modeling and solution for steelmaking scheduling with batching decisions and energy constraints.
Comput. Chem. Eng., 2018

Reprint of: Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization.
Comput. Chem. Eng., 2018

Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization.
Comput. Chem. Eng., 2018

Reprint of: Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection.
Comput. Chem. Eng., 2018

Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection.
Comput. Chem. Eng., 2018

Municipal solid waste to liquid transportation fuels - Part III: An optimization-based nationwide supply chain management framework.
Comput. Chem. Eng., 2018

Professor Christodoulos A. Floudas (1959-2016).
Comput. Chem. Eng., 2018

Smart manufacturing and energy systems.
Comput. Chem. Eng., 2018

Optimal design of energy systems using constrained grey-box multi-objective optimization.
Comput. Chem. Eng., 2018

A novel algorithm for the global solution of mixed-integer bi-level multi-follower problems and its application to Planning & Scheduling integration.
Proceedings of the 16th European Control Conference, 2018

2017
On unbounded and binary parameters in multi-parametric programming: applications to mixed-integer bilevel optimization and duality theory.
J. Glob. Optim., 2017

Intelligent, model-based control towards the intensification of downstream processes.
Comput. Chem. Eng., 2017

Modeling, estimation and control of the anaesthesia process.
Comput. Chem. Eng., 2017

Explicit hybrid model predictive control strategies for intravenous anaesthesia.
Comput. Chem. Eng., 2017

A multi-scale energy systems engineering approach to residential combined heat and power systems.
Comput. Chem. Eng., 2017

Explicit model predictive control: A connected-graph approach.
Autom., 2017

2016
A Personalized Framework for Dynamic Modeling of Disease Trajectories in Chronic Lymphocytic Leukemia.
IEEE Trans. Biomed. Eng., 2016

Design of multi-parametric NCO tracking controllers for linear dynamic systems.
Comput. Chem. Eng., 2016

Towards the integration of process design, control and scheduling: Are we getting closer?
Comput. Chem. Eng., 2016

Multi-objective optimization with convex quadratic cost functions: A multi-parametric programming approach.
Comput. Chem. Eng., 2016

A comprehensive mathematical analysis of a novel multistage population balance model for cell proliferation.
Comput. Chem. Eng., 2016

Multiparametric model predictive control strategies of the hypnotic component in intravenous anesthesia.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Development of advanced control strategies for periodic systems: An application to chromatographic separation processes.
Proceedings of the 2016 American Control Conference, 2016

Explicit MPC in real-world applications: The PAROC framework.
Proceedings of the 2016 American Control Conference, 2016

2015
In Silico Closed-Loop Control Validation Studies for Optimal Insulin Delivery in Type 1 Diabetes.
IEEE Trans. Biomed. Eng., 2015

Advanced Model-Based Control Studies for the Induction and Maintenance of Intravenous Anaesthesia.
IEEE Trans. Biomed. Eng., 2015

Cyclin and DNA Distributed Cell Cycle Model for GS-NS0 Cells.
PLoS Comput. Biol., 2015

A dynamic programming based approach for explicit model predictive control of hybrid systems.
Comput. Chem. Eng., 2015

A systematic framework for the design, simulation and optimization of personalized healthcare: Making and healing blood.
Comput. Chem. Eng., 2015

Professor Ignacio E. Grossmann - Tribute.
Comput. Chem. Eng., 2015

Explicit hybrid model-predictive control: The exact solution.
Autom., 2015

Offset-Free Explicit Hybrid Model Predictive Control of Intravenous Anaesthesia.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014
Chemotherapy Drug Scheduling for the Induction Treatment of Patients With Acute Myeloid Leukemia.
IEEE Trans. Biomed. Eng., 2014

Modeling and Analysis of Individualized Pharmacokinetics and Pharmacodynamics for Volatile Anesthesia.
IEEE Trans. Biomed. Eng., 2014

A branch and bound method for the solution of multiparametric mixed integer linear programming problems.
J. Glob. Optim., 2014

Free Energy Predictions of Ligand Binding to an α-Helix Using Steered Molecular Dynamics and Umbrella Sampling Simulations.
J. Chem. Inf. Model., 2014

Design optimization of an internal combustion engine powered CHP system for residential scale application.
Comput. Manag. Sci., 2014

Approximate solution of mp-MILP problems using piecewise affine relaxation of bilinear terms.
Comput. Chem. Eng., 2014

Constrained dynamic programming of mixed-integer linear problems by multi-parametric programming.
Comput. Chem. Eng., 2014

Global superstructure optimisation of red blood cell production in a parallelised hollow fibre bioreactor.
Comput. Chem. Eng., 2014

Model predictive control of anesthesia under uncertainty.
Comput. Chem. Eng., 2014

A combined estimation and multi-parametric model predictive control approach for intravenous anaesthesia.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

2013
On the global solution of multi-parametric mixed integer linear programming problems.
J. Glob. Optim., 2013

Impacts of equipment off-design characteristics on the optimal design and operation of combined cooling, heating and power systems.
Comput. Chem. Eng., 2013

Simultaneous design of explicit/multi-parametric constrained moving horizon estimation and robust model predictive control.
Comput. Chem. Eng., 2013

Design of optimal patient-specific chemotherapy protocols for the treatment of acute myeloid leukemia (AML).
Comput. Chem. Eng., 2013

Metrics for evaluating the forest biorefinery supply chain performance.
Comput. Chem. Eng., 2013

A Monte-Carlo based model approximation technique for linear model predictive control of nonlinear systems.
Comput. Chem. Eng., 2013

Moving horizon estimation: Error dynamics and bounding error sets for robust control.
Autom., 2013

An algorithm for robust explicit/multi-parametric model predictive control.
Autom., 2013

Scheduling Energy Cogeneration Units under Energy Demand Uncertainty.
Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013

Performance improvement of an NMPC problem by search space reduction and experimental validation to a PEM fuel cell system.
Proceedings of the 12th European Control Conference, 2013

Operational planning in energy networks based on microgeneration.
Proceedings of the American Control Conference, 2013

Robust multi-parametric model predictive control for discrete-time LPV systems.
Proceedings of the American Control Conference, 2013

2012
Theoretical and algorithmic advances in multi-parametric programming and control.
Comput. Manag. Sci., 2012

Combined model approximation techniques and multiparametric programming for explicit nonlinear model predictive control.
Comput. Chem. Eng., 2012

CACE Special Issue of ESCAPE-21.
Comput. Chem. Eng., 2012

From multi-parametric programming theory to MPC-on-a-chip multi-scale systems applications.
Comput. Chem. Eng., 2012

2011
Optimization issues of the broke management system in papermaking.
Comput. Chem. Eng., 2011

Preface.
Comput. Chem. Eng., 2011

A mixed-integer programming approach to strategic planning of chemical centres: A case study in the UK.
Comput. Chem. Eng., 2011

Simulation and exergoeconomic analysis of a dual-gas sourced polygeneration process with integrated methanol/DME/DMC catalytic synthesis.
Comput. Chem. Eng., 2011

Explicit/multi-parametric model predictive control (MPC) of linear discrete-time systems by dynamic and multi-parametric programming.
Autom., 2011

'Closing the loop' in biological systems modeling - From the in silico to the in vitro.
Autom., 2011

2010
Modelling and multi-parametric control for delivery of anaesthetic agents.
Medical Biol. Eng. Comput., 2010

Dynamic optimization and robust explicit model predictive control of hydrogen storage tank.
Comput. Chem. Eng., 2010

Systematic development of predictive mathematical models for animal cell cultures.
Comput. Chem. Eng., 2010

Multiparametric programming based algorithms for pure integer and mixed-integer bilevel programming problems.
Comput. Chem. Eng., 2010

Recent advances in multiparametric nonlinear programming.
Comput. Chem. Eng., 2010

Simultaneous constrained Moving Horizon state Estimation and Model Predictive Control by multi-parametric programming.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Bilevel Programming Framework for Enterprise-Wide Process Networks Under Uncertainty.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Design of Robust Model-Based Controllers via Parametric Programming.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Mixed Integer Optimization in Well Scheduling.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Selfdual Parametric Method for Linear Programs.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Parametric Mixed Integer Nonlinear Optimization.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Parametric Linear Programming: Cost Simplex Algorithm.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Multiparametric Mixed Integer Linear Programming.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Multiparametric Linear Programming.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Bounds and Solution Vector Estimates for Parametric NLPS.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Model Based Control for Drug Delivery Systems.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Multi-objective blood glucose control for type 1 diabetes.
Medical Biol. Eng. Comput., 2009

A global optimization algorithm for generalized semi-infinite, continuous minimax with coupled constraints and bi-level problems.
J. Glob. Optim., 2009

Global optimization and its applications.
J. Glob. Optim., 2009

Global optimization of robust chance constrained problems.
J. Glob. Optim., 2009

Global optimization of multi-parametric MILP problems.
J. Glob. Optim., 2009

A multi-parametric programming approach for multilevel hierarchical and decentralised optimisation problems.
Comput. Manag. Sci., 2009

A mixed-integer optimization approach for polygeneration energy systems design.
Comput. Chem. Eng., 2009

Design and optimization of advanced materials and processes for efficient hydrogen storage.
Comput. Chem. Eng., 2009

Foreword.
Comput. Chem. Eng., 2009

2008
A multi-parametric programming approach for constrained dynamic programming problems.
Optim. Lett., 2008

MPC on a chip - Recent advances on the application of multi-parametric model-based control.
Comput. Chem. Eng., 2008

Optimal delivery of chemotherapeutic agents in cancer.
Comput. Chem. Eng., 2008

2007
Parametric global optimisation for bilevel programming.
J. Glob. Optim., 2007

A novel approach to scheduling of zero-wait batch processes under processing time variations.
Comput. Chem. Eng., 2007

Development of a dynamic model of monoclonal antibody production and glycosylation for product quality monitoring.
Comput. Chem. Eng., 2007

2006
Model-based blood glucose control for type 1 diabetes via parametric programming.
IEEE Trans. Biomed. Eng., 2006

Linearly Constrained Global Optimization and Stochastic Differential Equations.
J. Glob. Optim., 2006

Output feedback Parametric Controllers for an Active Valve Train Actuation System.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
A mixed integer optimization formulation for the well scheduling problem on petroleum fields.
Comput. Chem. Eng., 2005

Modelling and control of drug delivery systems.
Comput. Chem. Eng., 2005

2004
Global Optimization Issues in Multiparametric Continuous and Mixed-Integer Optimization Problems.
J. Glob. Optim., 2004

Recent advances in optimization-based simultaneous process and control design.
Comput. Chem. Eng., 2004

Robust model-based tracking control using parametric programming.
Comput. Chem. Eng., 2004

A bilevel programming framework for enterprise-wide process networks under uncertainty.
Comput. Chem. Eng., 2004

Design of robust model-based controllers via parametric programming.
Autom., 2004

2003
New algorithms for mixed-integer dynamic optimization.
Comput. Chem. Eng., 2003

Corrigendum to: "The explicit linear quadratic regulator for constrained systems" [Automatica 38(1) (2002) 3-20].
Autom., 2003

The equivalence of the anti-windup control design and the explicit model-based parametric controller.
Proceedings of the 7th European Control Conference, 2003

2002
The explicit linear quadratic regulator for constrained systems.
Autom., 2002

2000
An Algorithm for the Solution of Multiparametric Mixed Integer Linear Programming Problems.
Ann. Oper. Res., 2000

1999
An algorithm for multiparametric mixed-integer linear programming problems.
Oper. Res. Lett., 1999

1998
C.A. Floudas, Nonlinear and Mixed-Integer Optimization. Fundamentals and Applications.
J. Glob. Optim., 1998

1997
A Reduced Space Branch and Bound Algorithm for Global optimization.
J. Glob. Optim., 1997

1993
An MINLP retrofit approach for improving the flexibility of heat exchanger networks.
Ann. Oper. Res., 1993


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