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Experimentations numeriques sur les variantes et parametres de la methode du recuit simule [An article from: Chemical Engineering Journal]
Book Details
PublisherElsevier
ISBN / ASINB000RR4MWS
ISBN-13978B000RR4MW0
AvailabilityAvailable for download now
Sales Rank99,999,999
MarketplaceUnited States 🇺🇸
Description
This digital document is a journal article from Chemical Engineering Journal, published by Elsevier in 2005. The article is delivered in HTML format and is available in your Amazon.com Media Library immediately after purchase. You can view it with any web browser.
Description:
The simulated annealing procedure, commonly used in process system engineering, requires potential solutions to be encoded, and involves several variants in its implementation as well as various control parameters. On the basis of six mathematical functions with known solutions, these points are studied in order to propose general guidelines for using the simulated annealing method. The stochastic acceptance procedure of a solution proposed by Metropolis et al. (1953), combined with the temperature decreasing geometric scheme of Kirkpatrick et al. (1982) are the most efficient variants. For the three codes used, the convergence rates are similar, so it can be noted that they are rather equivalent. The initial temperature, the length of temperature plateau, the decreasing multiplicative factor for the temperature and the stopping criterion are analysed through a design of experiments. The most significant parameter is the length of temperature plateau, the least significant one is the initial temperature value, and the decreasing temperature scheme and the number of temperature plateaux for stopping the search, have a similar influence.
Description:
The simulated annealing procedure, commonly used in process system engineering, requires potential solutions to be encoded, and involves several variants in its implementation as well as various control parameters. On the basis of six mathematical functions with known solutions, these points are studied in order to propose general guidelines for using the simulated annealing method. The stochastic acceptance procedure of a solution proposed by Metropolis et al. (1953), combined with the temperature decreasing geometric scheme of Kirkpatrick et al. (1982) are the most efficient variants. For the three codes used, the convergence rates are similar, so it can be noted that they are rather equivalent. The initial temperature, the length of temperature plateau, the decreasing multiplicative factor for the temperature and the stopping criterion are analysed through a design of experiments. The most significant parameter is the length of temperature plateau, the least significant one is the initial temperature value, and the decreasing temperature scheme and the number of temperature plateaux for stopping the search, have a similar influence.
