Optimization logic-based

Turkay, M. and I. E. Grossmann. Logic-Based MINLP Algorithms for the Optimal Synthesis of Process Networks. Comput Chem Eng 20 (8) 959-978 (1996). 

The term chemometrics was hrst coined in 1971 to describe the growing use of mathematical models, statistical principles, and other logic-based methods in the held of chemistry and, in particular, the held of analytical chemistry. Chemometrics is an interdisciplinary held that involves multivariate statistics, mathematical modeling, computer science, and analytical chemistry. Some major application areas of chemometrics include (1) calibration, validation, and signihcance testing (2) optimization of chemical measurements and experimental procedures and (3) the extraction of the maximum of chemical information from analytical data. 

When the nonlinear discrete optimization problem is formulated as the generalized disjunctive program in (DPI), one can develop a corresponding logic-based branch-and-bound method. The basic difference is that the branching is performed... 

Turkay, M., and Grossmann, I.E. A Logic Based Outer-Approximation Algorithm for MINLP Optimization of Process Flowsheets, AIChE Annual Meeting, San Francisco (1994). 

Real-Time Diagnosis of Chemical Processes A Model Base Algorithm Optimal Logic for Multi-Channel Protective Systems During On-Line Maintenance... 

Advances in Logic-Based Optimization Approaches to Process Integration and Supply Chain Management... 

The objective of this chapter is to provide an overview of new developments in dis-crete/continuous optimization with applications to process integration and supply chain management problems. The emphasis is on logic-based optimization which is becoming a new promising area in process systems engineering. 

Bergamini M.L., Aguirre P. and Grossmann I.E. 2004. Logic Based Outer Approximation for Global Optimization of Synthesis of Process Networks, submitted for publication. 

Hooker J. 2000. Logic Based Methods for Optimization Combining Optimization and Constraint Satisfaction. John Wiley and Sons Inc., New York. 

Tilrkay M. and Grossmann I.E. 1996. Logic-based MINLP algorithms for the optimal sjmthesis of process networks, Comput. Chem. Eng., 20(8), 959-978. 

Golden, S.W., Moore, T., and Nigg, J.M. (2003) Optimize revamp projects with a logic based approach. Hydrocarbon Processing, 75-83. 

Caballero, J.A. Grossmann, I.E. 2002 Logic based methods for generating and optimizing thermally coupled distillation systems. Procedings ESCAPE 12, J. Grievnik, and J van Schijndel (Editors), 169-174. 

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