Multicanonical jump walk annealing assisted by tabu for dynamic optimization of chemical engineering processes

A hybrid methodology, viz., multicanonical jump walk annealing assisted by tabu list (MJWAT) is proposed for solving dynamic optimization problems in chemically reacting systems. This method combines the power of multicanonical sampling with the beneficial features of simulated annealing. Incorporat...

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Veröffentlicht in:European journal of operational research 2008-03, Vol.185 (3), p.1213-1229
Hauptverfasser: Shelokar, P.S., Jayaraman, V.K., Kulkarni, B.D.
Format: Artikel
Sprache:eng
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Zusammenfassung:A hybrid methodology, viz., multicanonical jump walk annealing assisted by tabu list (MJWAT) is proposed for solving dynamic optimization problems in chemically reacting systems. This method combines the power of multicanonical sampling with the beneficial features of simulated annealing. Incorporating tabu list further enhances the efficiency of the method. The superior performance of the MJWAT is highlighted with the help of five benchmark case studies.
ISSN:0377-2217
1872-6860
DOI:10.1016/j.ejor.2006.06.049