June 2013
Intermediate to advanced
1088 pages
40h 48m
English
book
23rd European Symposium on Computer Aided Process Engineering
by Andrzej Kraslawski, Ilkka Turunen
Content preview from 23rd European Symposium on Computer Aided Process Engineering
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A novel approach to hybrid evolutionary-deterministic optimization in process design
Mirko Skiborowskia, Marcel Rautenberga and Wolfgang Marquardta, aAachener Verfahrenstechnik – Process Systems Engineering, RWTH Aachen University, 52064 Aachen, Germany
Abstract
Optimization-based process design can be accomplished by the formulation of superstructures and the use of metaheuristics as well as deterministic optimization. This paper proposes a novel hybrid optimization approach, which combines an evolutionary algorithm (EA) and a sophisticated deterministic optimization strategy. In contrast to related approaches, the EA provides an initial superstructure, which results in a MINLP and is solved by a local deterministic algorithm. This combination ...
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