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

Authors :
Prakash Shelokar
Bhaskar D. Kulkarni
Valadi K. Jayaraman
Source :
European Journal of Operational Research. 185:1213-1229
Publication Year :
2008
Publisher :
Elsevier BV, 2008.

Abstract

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.

Details

ISSN :
03772217
Volume :
185
Database :
OpenAIRE
Journal :
European Journal of Operational Research
Accession number :
edsair.doi...........c344dbb2674911bbf38c0ecc035496da