Multicanonical jump walk annealing assisted by tabu for dynamic optimization of chemical engineering processes
| Title | Multicanonical jump walk annealing assisted by tabu for dynamic optimization of chemical engineering processes |
| Publication Type | Journal Article |
| Year of Publication | 2008 |
| Authors | Shelokar, PS, Jayaraman, VK, Kulkarni, BD |
| Journal | European Journal of Operational Research |
| Volume | 185 |
| Issue | 3 |
| Pagination | 1213-1229 |
| Date Published | MAR |
| ISSN | 0377-2217 |
| Keywords | dynamic optimization, metaheuristics, Monte Carlo simulations, multicanonical algorithms, simulated annealing, tabu conditions |
| 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. (C) 2006 Elsevier B.V. All rights reserved. |
| DOI | 10.1016/j.ejor.2006.06.049 |
| Type of Journal (Indian or Foreign) | Foreign |
| Impact Factor (IF) | 2.158 |
Divison category:
Chemical Engineering & Process Development