Ignacio E. Grossmann
Orcid: 0000-0002-7210-084XAffiliations:
- Carnegie Mellon University, Pittsburgh, USA
According to our database1,
Ignacio E. Grossmann
authored at least 233 papers
between 1986 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
On csauthors.net:
Bibliography
2025
A MILP-based approach to address the production and distribution planning of large industrial gas supply chains.
Comput. Chem. Eng., 2025
2024
Comput. Manag. Sci., June, 2024
Convex mixed-integer nonlinear programs derived from generalized disjunctive programming using cones.
Comput. Optim. Appl., May, 2024
Extensions to the guaranteed service model for industrial applications of multi-echelon inventory optimization.
Eur. J. Oper. Res., February, 2024
Mathematical programming model for the optimal management of carbon intensity indicators in global supply chains.
Comput. Chem. Eng., 2024
A tailored decomposition approach for optimization under uncertainty of carbon removal technologies in the EU power system.
Comput. Chem. Eng., 2024
Comput. Chem. Eng., 2024
Efficient computational strategies for a mathematical programming model for multi-echelon inventory optimization based on the guaranteed-service approach.
Comput. Chem. Eng., 2024
2023
Comput. Chem. Eng., October, 2023
Mathematical Programming Models for Shale Oil & Gas Development: A Review and Perspective.
Comput. Chem. Eng., September, 2023
A generalized disjunctive programming model for the optimal design of reverse electrodialysis process for salinity gradient-based power generation.
Comput. Chem. Eng., June, 2023
Disjunctive optimization model and algorithm for long-term capacity expansion planning of reliable power generation systems.
Comput. Chem. Eng., June, 2023
Diagnosis of linear programming supply chain optimization models: Detecting infeasibilities and minimizing changes for new parameter values.
Comput. Chem. Eng., March, 2023
DisjunctiveProgramming.jl: Generalized Disjunctive Programming Models and Algorithms for JuMP.
CoRR, 2023
2022
J. Glob. Optim., 2022
Mixed-integer linear programming models and algorithms for generation and transmission expansion planning of power systems.
Eur. J. Oper. Res., 2022
Novel formulations of flexibility index and design centering for design space definition.
Comput. Chem. Eng., 2022
Comput. Chem. Eng., 2022
Optimal producer well placement and multiperiod production scheduling using surrogate modeling.
Comput. Chem. Eng., 2022
Recent advances and challenges in optimization models for expansion planning of power systems and reliability optimization.
Comput. Chem. Eng., 2022
Integrating stochastic programming and reliability in the optimal synthesis of chemical processes.
Comput. Chem. Eng., 2022
A Review on the Performance of Linear and Mixed Integer Two-Stage Stochastic Programming Software.
Algorithms, 2022
2021
Optimization of extended business processes in digital supply chains using mathematical programming.
Comput. Chem. Eng., 2021
Optimal design of ethylene and propylene coproduction plants with generalized disjunctive programming and state equipment network models.
Comput. Chem. Eng., 2021
Hybrid model generation for superstructure optimization with Generalized Disjunctive Programming.
Comput. Chem. Eng., 2021
Novel flexibility index formulations for the selection of the operating range within a design space.
Comput. Chem. Eng., 2021
Multiperiod optimization of heat exchanger networks with integrated thermodynamic cycles and thermal storages.
Comput. Chem. Eng., 2021
Comput. Chem. Eng., 2021
A MILP-based clustering strategy for integrating the operational management of crude oil supply.
Comput. Chem. Eng., 2021
2020
Improving the performance of DICOPT in convex MINLP problems using a feasibility pump.
Optim. Methods Softw., 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
Comput. Chem. Eng., 2020
Integrated optimization of design, storage sizing, and maintenance policy as a Markov decision process considering varying failure rates.
Comput. Chem. Eng., 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
Surrogate-model based MILP for the optimal design of ethylene production from shale gas.
Comput. Chem. Eng., 2020
Novel MINLP formulations for flexibility analysis for measured and unmeasured uncertain parameters.
Comput. Chem. Eng., 2020
Comput. Chem. Eng., 2020
Comput. Chem. Eng., 2020
Comput. Chem. Eng., 2020
Comput. Chem. Eng., 2020
Strengthening discrete-time scheduling formulations by introducing the concept of campaigns.
Comput. Chem. Eng., 2020
2019
Optimization and management in manufacturing engineering: resource collaborative optimization and management through the internet of things.
Optim. Methods Softw., 2019
A finite ϵ -convergence algorithm for two-stage stochastic convex nonlinear programs with mixed-binary first and second-stage variables.
J. Glob. Optim., 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. Glob. Optim., 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
Global optimization algorithm for multi-period design and planning of centralized and distributed manufacturing networks.
Comput. Chem. Eng., 2019
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
Comput. Chem. Eng., 2019
2018
Global optimization algorithm for capacitated multi-facility continuous location-allocation problems.
J. Glob. Optim., 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
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
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. Glob. Optim., 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
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.
Ann. Oper. Res., 2017
2016
A cross-decomposition scheme with integrated primal-dual multi-cuts for two-stage stochastic programming investment planning problems.
Math. Program., 2016
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
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
Comput. Chem. Eng., 2016
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
Comput. Chem. Eng., 2016
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
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. Glob. Optim., 2014
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
Comput. Chem. Eng., 2014
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
Comput. Chem. Eng., 2014
Optimizing the tactical planning in the Fast Moving Consumer Goods industry considering shelf-life restrictions.
Comput. Chem. Eng., 2014
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
Proceedings of the 2014 Winter Simulation Conference, 2014
2013
Global optimization of bilinear programs with a multiparametric disaggregation technique.
J. Glob. Optim., 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
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.
Ann. Oper. Res., 2013
Computational strategies for non-convex multistage MINLP models with decision-dependent uncertainty and gradual uncertainty resolution.
Ann. Oper. Res., 2013
Ann. Oper. Res., 2013
2012
Eur. J. Oper. Res., 2012
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
Comput. Chem. Eng., 2012
Optimal production planning under time-sensitive electricity prices for continuous power-intensive processes.
Comput. Chem. Eng., 2012
Comput. Chem. Eng., 2012
A comparative study of continuous-time models for scheduling of crude oil operations in inland refineries.
Comput. Chem. Eng., 2012
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
Comput. Chem. Eng., 2011
Comput. Chem. Eng., 2011
Long-term scheduling of a single-unit multi-product continuous process to manufacture high performance glass.
Comput. Chem. Eng., 2011
Comput. Chem. Eng., 2011
Solution strategies for multistage stochastic programming with endogenous uncertainties.
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
Comput. Chem. Eng., 2011
2010
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
Proceedings of the Practical Aspects of Declarative Languages, 2010
2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
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
Comput. Chem. Eng., 2009
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. Glob. Optim., 2008
Discret. Optim., 2008
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
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
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
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
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
Comput. Chem. Eng., 2006
2005
A cutting plane method for solving linear generalized disjunctive programming problems.
Comput. Chem. Eng., 2005
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
Comput. Chem. Eng., 2005
Logic-Based Modeling and Solution of Nonlinear Discrete/Continuous Optimization Problems.
Ann. Oper. Res., 2005
2004
A hybrid MILP/CP decomposition approach for the continuous time scheduling of multipurpose batch plants.
Comput. Chem. Eng., 2004
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
A decomposition method for synthesizing complex column configurations using tray-by-tray GDP models.
Comput. Chem. Eng., 2004
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2004
2003
Comput. Optim. Appl., 2003
Modeling of discrete/continuous optimization problems: characterization and formulation of disjunctions and their relaxations.
Comput. Chem. Eng., 2003
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
Comput. Chem. Eng., 2003
2001
INFORMS J. Comput., 2001
2000
Eur. J. Oper. Res., 2000
1999
A Branch and Contract Algorithm for Problems with Concave Univariate, Bilinear and Linear Fractional Terms.
J. Glob. Optim., 1999
1998
Ann. Oper. Res., 1998
1995
J. Glob. Optim., 1995
1994
1993
Proc. IEEE, 1993
Symbolic integration of logic in MILP branch and bound methods for the synthesis of process networks.
Ann. Oper. Res., 1993
1992
Reformulation of the Multiperiod MILP Model for Capacity Expansion of Chemical Processes.
Oper. Res., 1992
1990
Artif. Intell. Eng., 1990
1986
Math. Program., 1986