Search Results - Global logic-based outer approximation algorithm

A generalized disjunctive programming model for the optimal design of reverse electrodialysis process for salinity gradient-based power generation by Tristán, C., Fallanza, M., Ibáñez, R., Ortiz, I., Grossmann, I.E.

“…•Optimal net present value reverse electrodialysis (RED) process design and operation.•Recycle and reuse alternatives improves the cost-competitiveness of…”
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An improved piecewise outer-approximation algorithm for the global optimization of MINLP models involving concave and bilinear terms by Bergamini, María Lorena, Grossmann, Ignacio, Scenna, Nicolás, Aguirre, Pío

“…). Logic based outer approximation for global optimization of synthesis of process networks…”
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Cutting planes for improved global logic-based outer-approximation for the synthesis of process networks by Trespalacios, Francisco, Grossmann, Ignacio E.

“… In this work, we present an improved global logic-based outer-approximation method (GLBOA) for the solution of nonconvex generalized disjunctive programs (GDP…”
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Logic-based outer approximation for globally optimal synthesis of process networks by Bergamini, Maria Lorena, Aguirre, Pio, Grossmann, Ignacio

“… The proposed algorithm, which does not rely on spatial branch-and-bound, is based on the logic-based outer approximation that exploits the special structure of flowsheet synthesis models…”
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An Enhanced Logic-Based Bender’s Decomposition Algorithm with Proximity Principle for Simulator-Based Distillation Process Optimization by Tian, Chenshan, Zhang, Xiaodong, Lan, Yang, Sun, Jinsheng

“… This work introduces an enhanced optimization algorithm, the logic-based proximity principle Bender’s decomposition (LB-PBD…”
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Optimal design of ethylene and propylene coproduction plants with generalized disjunctive programming and state equipment network models by Pedrozo, H.A., Reartes, S.B. Rodriguez, Vecchietti, A.R., Diaz, M.S., Grossmann, I.E.

“…•Optimal design of an ethylene and propylene coproduction plant.•Superstructure optimization with GDP model through custom implementation of Logic-based Outer-Approximation…”
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Integrating stochastic programming and reliability in the optimal synthesis of chemical processes by Chen, Ying, Ye, Yixin, Yuan, Zhihong, Grossmann, Ignacio E., Chen, Bingzhen

“…•Improved LOA algorithm to solve the hybrid GDP model with implicit nested disjunctions, obtaining optimal solutions by avoiding zero-flow numerical difficulties…”
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Improved formulations and computational strategies for the solution of convex and nonconvex generalized disjunctive programs by Trespalacios, Francisco

“…Many optimization problems require the modelling of discrete and continuous variables, giving rise to mixed-integer linear and mixed-integer nonlinear…”
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Global optimization of non-convex generalized disjunctive programs: a review on reformulations and relaxation techniques by Ruiz, Juan P., Grossmann, Ignacio E.

“…In this paper we present a review on the latest advances in logic-based solution methods for the global optimization of non-convex generalized disjunctive programs…”
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Pyosyn: A new framework for conceptual design modeling and optimization by Chen, Qi, Liu, Yunshan, Seastream, Grant, Siirola, John D., Grossmann, Ignacio E.

“…•High-level modeling with Pyomo.Network and Pyomo.GDP.•Flexible optimization suite, including logic-based decomposition for zero-flow issues…”
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Identification of sustainable carbon capture and utilization (CCU) pathways using state-task network representation by Chung, Wonsuk, Kim, Sunwoo, Al-Hunaidy, Ali S., Imran, Hasan, Jamal, Aqil, Lee, Jay H.

“…).•Logic-based outer approximation (LOA) for solving the MINLP.•Optimization based identification of sustainable pathways in a large superstructure model…”
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Review of Nonlinear Mixed-Integer and Disjunctive Programming Techniques by Grossmann, Ignacio E.

“…) techniques, Branch and Bound, Outer-Approximation, Generalized Benders and Extended Cutting Plane methods, as applied to nonlinear discrete optimization problems that are expressed in algebraic form…”
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Pyosyn: Advanced Computational Tools for Process Synthesis by Chen, Qi

“…The conceptual design of chemical process flowsheets is a central fixture of chemical engineering. The synthesis of effective flowsheet designs allows our…”
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Generalized disjunctive programming algorithms for optimization of process systems by Turkay, Metin

“… Logic-based versions of outer-approximation (OA) and generalized Benders decomposition (GBD…”
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Optimization strategies for reactive distillation, retrofit synthesis, and production and distribution planning by Jackson, Jennifer Renee

“…This dissertation is concerned with the development of mathematical programming modeling and solution techniques to address problems in process synthesis and…”
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Generalized disjunctive programming models for the design of complex distillation systems by Yeomans, Hector

“… and solution algorithms, and their application to the synthesis of distillation column problems…”
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