Ignacio E. Grossmann

According to our database1, Ignacio E. Grossmann authored at least 195 papers between 1986 and 2020.

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

Timeline

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Bibliography

2020
Improving the performance of DICOPT in convex MINLP problems using a feasibility pump.
Optimization Methods and Software, 2020

Using regularization and second order information in outer approximation for convex MINLP.
Math. Program., 2020

A computationally useful algebraic representation of nonlinear disjunctive convex sets using the perspective function.
Comput. Optim. Appl., 2020

Corrigendum to "Mixed-integer nonlinear programming models for optimal design of reliable chemical plants" [Computers & Chemical Engineering 116 (2018) 3-16].
Comput. Chem. Eng., 2020

Integration of crude-oil scheduling and refinery planning by Lagrangean Decomposition.
Comput. Chem. Eng., 2020

Novel MINLP formulations for flexibility analysis for measured and unmeasured uncertain parameters.
Comput. Chem. Eng., 2020

A review on superstructure optimization approaches in process system engineering.
Comput. Chem. Eng., 2020

Large-scale selective maintenance optimization using bathtub-shaped failure rates.
Comput. Chem. Eng., 2020

Batch scheduling with quality-based changeovers.
Comput. Chem. Eng., 2020

2019
Optimization and management in manufacturing engineering: resource collaborative optimization and management through the internet of things.
Optimization Methods and Software, 2019

A finite ϵ -convergence algorithm for two-stage stochastic convex nonlinear programs with mixed-binary first and second-stage variables.
J. Global Optimization, 2019

A generalized Benders decomposition-based branch and cut algorithm for two-stage stochastic programs with nonconvex constraints and mixed-binary first and second stage variables.
J. Global Optimization, 2019

Discrete and continuous-time formulations for dealing with break periods: Preemptive and non-preemptive scheduling.
Eur. J. Oper. Res., 2019

Integrated design and operation of renewables-based fuels and power production networks.
Comput. Chem. Eng., 2019

Modeling for reliability optimization of system design and maintenance based on Markov chain theory.
Comput. Chem. Eng., 2019

Kaibel column: Modeling, optimization, and conceptual design of multi-product dividing wall columns.
Comput. Chem. Eng., 2019

Multi-system shale gas supply chain planning with development and resource arrangements.
Comput. Chem. Eng., 2019

Multi-operational planning of shale gas pad development.
Comput. Chem. Eng., 2019

Global optimization algorithm for multi-period design and planning of centralized and distributed manufacturing networks.
Comput. Chem. Eng., 2019

Process systems Engineering: Academic and industrial perspectives.
Comput. Chem. Eng., 2019

A bilevel decomposition method for the simultaneous heat integration and synthesis of steam/organic Rankine cycles.
Comput. Chem. Eng., 2019

Education in Process Systems Engineering: Why it matters more than ever and how it can be structured.
Comput. Chem. Eng., 2019

An MINLP formulation for integrating the operational management of crude oil supply.
Comput. Chem. Eng., 2019

2018
Global optimization algorithm for capacitated multi-facility continuous location-allocation problems.
J. Global Optimization, 2018

Deterministic electric power infrastructure planning: Mixed-integer programming model and nested decomposition algorithm.
Eur. J. Oper. Res., 2018

Integrated scheduling of rolling sector in steel production with consideration of energy consumption under time-of-use electricity prices.
Comput. Chem. Eng., 2018

Mixed-integer nonlinear programming models for optimal design of reliable chemical plants.
Comput. Chem. Eng., 2018

Improved quadratic cuts for convex mixed-integer nonlinear programs.
Comput. Chem. Eng., 2018

Disjunctive model for the simultaneous optimization and heat integration with unclassified streams and area estimation.
Comput. Chem. Eng., 2018

An improved L-shaped method for two-stage convex 0-1 mixed integer nonlinear stochastic programs.
Comput. Chem. Eng., 2018

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

Expanding scope and computational challenges in process scheduling.
Comput. Chem. Eng., 2018

Efficient formulations for dynamic warehouse location under discrete transportation costs.
Comput. Chem. Eng., 2018

2017
Global optimization of non-convex generalized disjunctive programs: a review on reformulations and relaxation techniques.
J. Global Optimization, 2017

Capacity planning with competitive decision-makers: Trilevel MILP formulation, degeneracy, and solution approaches.
Eur. J. Oper. Res., 2017

Multiscale production routing in multicommodity supply chains with complex production facilities.
Comput. Oper. Res., 2017

On the solution of nonconvex cardinality Boolean quadratic programming problems: a computational study.
Comput. Optim. Appl., 2017

A novel disjunctive model for the simultaneous optimization and heat integration.
Comput. Chem. Eng., 2017

Optimal synthesis of rotating packed bed reactor.
Comput. Chem. Eng., 2017

Towards zero CO<sub>2</sub> emissions in the production of methanol from switchgrass. CO<sub>2</sub> to methanol.
Comput. Chem. Eng., 2017

A piecewise McCormick relaxation-based strategy for scheduling operations in a crude oil terminal.
Comput. Chem. Eng., 2017

Models and computational strategies for multistage stochastic programming under endogenous and exogenous uncertainties.
Comput. Chem. Eng., 2017

Symmetry breaking for generalized disjunctive programming formulation of the strip packing problem.
Annals OR, 2017

2016
A cross-decomposition scheme with integrated primal-dual multi-cuts for two-stage stochastic programming investment planning problems.
Math. Program., 2016

Cutting Plane Algorithm for Convex Generalized Disjunctive Programs.
INFORMS J. Comput., 2016

Lagrangean relaxation of the hull-reformulation of linear generalized disjunctive programs and its use in disjunctive branch and bound.
Eur. J. Oper. Res., 2016

Supplier selection in the processed food industry under uncertainty.
Eur. J. Oper. Res., 2016

A discrete-time scheduling model for continuous power-intensive process networks with various power contracts.
Comput. Chem. Eng., 2016

An adjustable robust optimization approach to scheduling of continuous industrial processes providing interruptible load.
Comput. Chem. Eng., 2016

Risk-based integrated production scheduling and electricity procurement for continuous power-intensive processes.
Comput. Chem. Eng., 2016

Cutting planes for improved global logic-based outer-approximation for the synthesis of process networks.
Comput. Chem. Eng., 2016

Simultaneous optimal design of multi-stage organic Rankine cycles and working fluid mixtures for low-temperature heat sources.
Comput. Chem. Eng., 2016

Scheduling of cracking production process with feedstocks and energy constraints.
Comput. Chem. Eng., 2016

Optimal planning and feedstock-mix selection for multiproduct polymer production.
Comput. Chem. Eng., 2016

An MILP-MINLP decomposition method for the global optimization of a source based model of the multiperiod blending problem.
Comput. Chem. Eng., 2016

A reactive optimization strategy for the simultaneous planning, scheduling and control of short-period continuous reactors.
Comput. Chem. Eng., 2016

Recent advances in mathematical programming techniques for the optimization of process systems under uncertainty.
Comput. Chem. Eng., 2016

Optimizing inventory policies in process networks under uncertainty.
Comput. Chem. Eng., 2016

Mixed-integer bilevel optimization for capacity planning with rational markets.
Comput. Chem. Eng., 2016

Process simulator-based optimization of biorefinery downstream processes under the Generalized Disjunctive Programming framework.
Comput. Chem. Eng., 2016

2015
Algorithmic Approach for Improved Mixed-Integer Reformulations of Convex Generalized Disjunctive Programs.
INFORMS J. Comput., 2015

Improved Big-M reformulation for generalized disjunctive programs.
Comput. Chem. Eng., 2015

Computational strategies for improved MINLP algorithms.
Comput. Chem. Eng., 2015

Generalized capital investment planning of oil-refineries using MILP and sequence-dependent setups.
Comput. Chem. Eng., 2015

Alternative mixed-integer linear programming models of a maritime inventory routing problem.
Comput. Chem. Eng., 2015

Optimization of steel production scheduling with complex time-sensitive electricity cost.
Comput. Chem. Eng., 2015

Computational strategies for large-scale MILP transshipment models for heat exchanger network synthesis.
Comput. Chem. Eng., 2015

Simultaneous process optimization and heat integration based on rigorous process simulations.
Comput. Chem. Eng., 2015

Data-driven individual and joint chance-constrained optimization via kernel smoothing.
Comput. Chem. Eng., 2015

Optimal procurement contract selection with price optimization under uncertainty for process networks.
Comput. Chem. Eng., 2015

Water and energy integration: A comprehensive literature review of non-isothermal water network synthesis.
Comput. Chem. Eng., 2015

2014
Optimality-based bound contraction with multiparametric disaggregation for the global optimization of mixed-integer bilinear problems.
J. Global Optimization, 2014

Hierarchical Decomposition Approach for Crude Oil Scheduling: A SINOPEC Case.
Interfaces, 2014

Accelerating Benders stochastic decomposition for the optimization under uncertainty of the petroleum product supply chain.
Comput. Oper. Res., 2014

Optimal supply chain design and management over a multi-period horizon under demand uncertainty. Part I: MINLP and MILP models.
Comput. Chem. Eng., 2014

Optimal multi-scale capacity planning for power-intensive continuous processes under time-sensitive electricity prices and demand uncertainty. Part II: Enhanced hybrid bi-level decomposition.
Comput. Chem. Eng., 2014

Optimal multi-scale capacity planning for power-intensive continuous processes under time-sensitive electricity prices and demand uncertainty. Part I: Modeling.
Comput. Chem. Eng., 2014

A mathematical programming model for optimal layout considering quantitative risk analysis.
Comput. Chem. Eng., 2014

Deterministic optimization of the thermal Unit Commitment problem: A Branch and Cut search.
Comput. Chem. Eng., 2014

Simultaneous production and distribution of industrial gas supply-chains.
Comput. Chem. Eng., 2014

Lagrangian relaxation based decomposition for well scheduling in shale-gas systems.
Comput. Chem. Eng., 2014

Optimal supply chain design and management over a multi-period horizon under demand uncertainty. Part II: A Lagrangean decomposition algorithm.
Comput. Chem. Eng., 2014

Scope for industrial applications of production scheduling models and solution methods.
Comput. Chem. Eng., 2014

A new decomposition algorithm for multistage stochastic programs with endogenous uncertainties.
Comput. Chem. Eng., 2014

Evolution of concepts and models for quantifying resiliency and flexibility of chemical processes.
Comput. Chem. Eng., 2014

An SKU decomposition algorithm for the tactical planning in the FMCG industry.
Comput. Chem. Eng., 2014

Optimizing the tactical planning in the Fast Moving Consumer Goods industry considering shelf-life restrictions.
Comput. Chem. Eng., 2014

Multi-period synthesis of optimally integrated biomass and bioenergy supply network.
Comput. Chem. Eng., 2014

Data-driven multi-stage scenario tree generation via statistical property and distribution matching.
Comput. Chem. Eng., 2014

Alternate approximation of concave cost functions for process design and supply chain optimization problems.
Comput. Chem. Eng., 2014

Optimal synthesis of thermally coupled distillation sequences using a novel MILP approach.
Comput. Chem. Eng., 2014

Empirical study of the behavior of capacitated production-inventory systems.
Proceedings of the 2014 Winter Simulation Conference, 2014

2013
Global optimization of bilinear programs with a multiparametric disaggregation technique.
J. Global Optimization, 2013

Using convex nonlinear relaxations in the global optimization of nonconvex generalized disjunctive programs.
Comput. Chem. Eng., 2013

A Lagrangean decomposition approach for oil supply chain investment planning under uncertainty with risk considerations.
Comput. Chem. Eng., 2013

An alternative disjunctive optimization model for heat integration with variable temperatures.
Comput. Chem. Eng., 2013

A mixed-integer model predictive control formulation for linear systems.
Comput. Chem. Eng., 2013

A discretization-based approach for the optimization of the multiperiod blend scheduling problem.
Comput. Chem. Eng., 2013

Simultaneous synthesis of heat exchanger networks with operability considerations: Flexibility and controllability.
Comput. Chem. Eng., 2013

Multicut Benders decomposition algorithm for process supply chain planning under uncertainty.
Annals OR, 2013

Computational strategies for non-convex multistage MINLP models with decision-dependent uncertainty and gradual uncertainty resolution.
Annals OR, 2013

Cascading Knapsack Inequalities: reformulation of a crude oil distribution problem.
Annals OR, 2013

2012
A hierarchy of relaxations for linear generalized disjunctive programming.
Eur. J. Oper. Res., 2012

A hierarchy of relaxations for nonlinear convex generalized disjunctive programming.
Eur. J. Oper. Res., 2012

An efficient method for optimal design of large-scale integrated chemical production sites with endogenous uncertainty.
Comput. Chem. Eng., 2012

Strategies for the robust simulation of thermally coupled distillation sequences.
Comput. Chem. Eng., 2012

Optimal production planning under time-sensitive electricity prices for continuous power-intensive processes.
Comput. Chem. Eng., 2012

Advances in mathematical programming models for enterprise-wide optimization.
Comput. Chem. Eng., 2012

A comparative study of continuous-time models for scheduling of crude oil operations in inland refineries.
Comput. Chem. Eng., 2012

From time representation in scheduling to the solution of strip packing problems.
Comput. Chem. Eng., 2012

2011
Exploiting vector space properties to strengthen the relaxation of bilinear programs arising in the global optimization of process networks.
Optim. Lett., 2011

A bilevel decomposition algorithm for simultaneous production scheduling and conflict-free routing for automated guided vehicles.
Comput. Oper. Res., 2011

Temporal and spatial Lagrangean decompositions in multi-site, multi-period production planning problems with sequence-dependent changeovers.
Comput. Chem. Eng., 2011

Using redundancy to strengthen the relaxation for the global optimization of MINLP problems.
Comput. Chem. Eng., 2011

A new Lagrangian decomposition approach applied to the integration of refinery planning and crude-oil scheduling.
Comput. Chem. Eng., 2011

Time representations and mathematical models for process scheduling problems.
Comput. Chem. Eng., 2011

Energy optimization of hydrogen production from lignocellulosic biomass.
Comput. Chem. Eng., 2011

Long-term scheduling of a single-unit multi-product continuous process to manufacture high performance glass.
Comput. Chem. Eng., 2011

Separation network design with mass and energy separating agents.
Comput. Chem. Eng., 2011

Solution strategies for multistage stochastic programming with endogenous uncertainties.
Comput. Chem. Eng., 2011

Preface.
Comput. Chem. Eng., 2011

Energy, water and process technologies integration for the simultaneous production of ethanol and food from the entire corn plant.
Comput. Chem. Eng., 2011

Optimal scheduling of continuous plants with energy constraints.
Comput. Chem. Eng., 2011

2010
Optimal design of reliable integrated chemical production sites.
Comput. Chem. Eng., 2010

Strengthening of lower bounds in the global optimization of Bilinear and Concave Generalized Disjunctive Programs.
Comput. Chem. Eng., 2010

A simple heuristic for reducing the number of scenarios in two-stage stochastic programming.
Comput. Chem. Eng., 2010

Aggregate models based on improved group methods for simulation and optimization of distillation systems.
Comput. Chem. Eng., 2010

An equation-oriented approach for handling thermodynamics based on cubic equation of state in process optimization.
Comput. Chem. Eng., 2010

A global optimization strategy for the environmentally conscious design of chemical supply chains under uncertainty in the damage assessment model.
Comput. Chem. Eng., 2010

Scope for the application of mathematical programming techniques in the synthesis and planning of sustainable processes.
Comput. Chem. Eng., 2010

Automating Mathematical Program Transformations.
Proceedings of the Practical Aspects of Declarative Languages, 2010

2009
Global Optimization of Heat Exchanger Networks.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Optimal Planning of Offshore Oilfield Infrastructure.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

MINLP: Outer Approximation Algorithm.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

MINLP: Logic-based Methods.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Logic-Based Outer Approximation.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Generalized Disjunctive Programming.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Dinkelbach's algorithm as an efficient method to solve a class of MINLP models for large-scale cyclic scheduling problems.
Comput. Chem. Eng., 2009

Petroleum allocation at PETROBRAS: Mathematical model and a solution algorithm.
Comput. Chem. Eng., 2009

Linear coupled component automata for MILP modeling of hybrid systems.
Comput. Chem. Eng., 2009

Tightening the Linear Relaxation of a Mixed Integer Nonlinear Program Using Constraint Programming.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

2008
A Lagrangean based branch-and-cut algorithm for global optimization of nonconvex mixed-integer nonlinear programs with decomposable structures.
J. Global Optimization, 2008

An algorithmic framework for convex mixed integer nonlinear programs.
Discret. Optim., 2008

Design of responsive supply chains under demand uncertainty.
Comput. Chem. Eng., 2008

Preface - Reklaitis 65th birthday special issue.
Comput. Chem. Eng., 2008

A multistage stochastic programming approach with strategies for uncertainty reduction in the synthesis of process networks with uncertain yields.
Comput. Chem. Eng., 2008

Optimal synthesis of heat exchanger networks involving isothermal process streams.
Comput. Chem. Eng., 2008

Global optimization of multiscenario mixed integer nonlinear programming models arising in the synthesis of integrated water networks under uncertainty.
Comput. Chem. Eng., 2008

Global optimization for scheduling refinery crude oil operations.
Comput. Chem. Eng., 2008

Foreword.
Comput. Chem. Eng., 2008

Simultaneous planning and scheduling of single-stage multi-product continuous plants with parallel lines.
Comput. Chem. Eng., 2008

An improved piecewise outer-approximation algorithm for the global optimization of MINLP models involving concave and bilinear terms.
Comput. Chem. Eng., 2008

Overview of Planning and Scheduling for Enterprise-wide Optimization of Process Industries (Übersicht über Planungs- und Feinplanungssysteme für die unternehmensweite Optimierung in der verfahrenstechnischen Industrie.
Autom., 2008

2007
Computational implementation of non-linear convex hull reformulation.
Comput. Chem. Eng., 2007

Optimal synthesis of an emulsion pertraction process for the removal of pollutant anions in industrial wastewater systems.
Comput. Chem. Eng., 2007

A Decomposition Method with Cut Generation for Simultaneous Production Scheduling and Routing for multiple AGVs.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007

2006
A Class of stochastic programs with decision dependent uncertainty.
Math. Program., 2006

A simultaneous optimization approach for off-line blending and scheduling of oil-refinery operations.
Comput. Chem. Eng., 2006

State-of-the-art review of optimization methods for short-term scheduling of batch processes.
Comput. Chem. Eng., 2006

Global optimization for the synthesis of integrated water systems in chemical processes.
Comput. Chem. Eng., 2006

A novel branch and bound algorithm for optimal development of gas fields under uncertainty in reserves.
Comput. Chem. Eng., 2006

An efficient MILP model for the short-term scheduling of single stage batch plants.
Comput. Chem. Eng., 2006

2005
A cutting plane method for solving linear generalized disjunctive programming problems.
Comput. Chem. Eng., 2005

Optimal synthesis of complex distillation columns using rigorous models.
Comput. Chem. Eng., 2005

Closing the loop between feasible flux scenario identification for construct evaluation and resolution of realized fluxes via NMR.
Comput. Chem. Eng., 2005

Logic-based outer approximation for globally optimal synthesis of process networks.
Comput. Chem. Eng., 2005

Logic-Based Modeling and Solution of Nonlinear Discrete/Continuous Optimization Problems.
Annals OR, 2005

2004
A hybrid MILP/CP decomposition approach for the continuous time scheduling of multipurpose batch plants.
Comput. Chem. Eng., 2004

Optimal resource investment and scheduling of tests for new product development.
Comput. Chem. Eng., 2004

Foreword.
Comput. Chem. Eng., 2004

Part II. Future perspective on optimization.
Comput. Chem. Eng., 2004

Challenges in the new millennium: product discovery and design, enterprise and supply chain optimization, global life cycle assessment.
Comput. Chem. Eng., 2004

A stochastic programming approach to planning of offshore gas field developments under uncertainty in reserves.
Comput. Chem. Eng., 2004

Design of distillation sequences: from conventional to fully thermally coupled distillation systems.
Comput. Chem. Eng., 2004

Retrospective on optimization.
Comput. Chem. Eng., 2004

A decomposition method for synthesizing complex column configurations using tray-by-tray GDP models.
Comput. Chem. Eng., 2004

Using MILP and CP for the Scheduling of Batch Chemical Processes.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2004

2003
Generalized Convex Disjunctive Programming: Nonlinear Convex Hull Relaxation.
Comput. Optim. Appl., 2003

Modeling of discrete/continuous optimization problems: characterization and formulation of disjunctions and their relaxations.
Comput. Chem. Eng., 2003

A model predictive control strategy for supply chain optimization.
Comput. Chem. Eng., 2003

Global optimization of nonlinear generalized disjunctive programming with bilinear equality constraints: applications to process networks.
Comput. Chem. Eng., 2003

A strategy for the integration of production planning and reactive scheduling in the optimization of a hydrogen supply network.
Comput. Chem. Eng., 2003

Alternative representations and formulations for the economic optimization of multicomponent distillation columns.
Comput. Chem. Eng., 2003

Scheduling optimization under uncertainty - an alternative approach.
Comput. Chem. Eng., 2003

2001
Algorithms for Hybrid MILP/CP Models for a Class of Optimization Problems.
INFORMS J. Comput., 2001

2000
The exact overall time distribution of a project with uncertain task durations.
Eur. J. Oper. Res., 2000

1999
A Branch and Contract Algorithm for Problems with Concave Univariate, Bilinear and Linear Fractional Terms.
J. Global Optimization, 1999

1998
Assignment and sequencing models for thescheduling of process systems.
Annals OR, 1998

1995
A global optimization algorithm for linear fractional and bilinear programs.
J. Global Optimization, 1995

1994
Logic cuts for processing networks with fixed charges.
Comput. Oper. Res., 1994

1993
Symbolic integration of logic in MILP branch and bound methods for the synthesis of process networks.
Annals OR, 1993

1992
Book review.
J. Global Optimization, 1992

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

1990
Applications of AI in design research at Carnegie Mellon University's EDRC.
Artif. Intell. Eng., 1990

1986
An outer-approximation algorithm for a class of mixed-integer nonlinear programs.
Math. Program., 1986


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