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Multicanonical jump walk annealing assisted by tabu for dynamic optimization of chemical engineering processes
- 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.
- Subjects :
- Mathematical optimization
Information Systems and Management
Optimization problem
General Computer Science
Computer science
Monte Carlo method
MathematicsofComputing_NUMERICALANALYSIS
Sampling (statistics)
Management Science and Operations Research
Industrial and Manufacturing Engineering
Dynamic programming
Modeling and Simulation
Simulated annealing
Benchmark (computing)
Jump
Metaheuristic
Subjects
Details
- ISSN :
- 03772217
- Volume :
- 185
- Database :
- OpenAIRE
- Journal :
- European Journal of Operational Research
- Accession number :
- edsair.doi...........c344dbb2674911bbf38c0ecc035496da