DocumentCode :
2852463
Title :
Optimal determination of simulated annealing parameters using TOPSIS
Author :
Fotuhi, Fateme
Author_Institution :
Dept. of Civil & Environ. Eng., Univ. of South Carolina, Columbia, SC, USA
fYear :
2011
fDate :
6-9 Dec. 2011
Firstpage :
46
Lastpage :
50
Abstract :
Efficiency of a Meta heuristic approach depends effectively on the right and suitable choice of its parameters. Meta heuristics are used to develop qualified feasible solutions. They are used while common commercial soft wares can´t find exact solutions in a logical computational time. They are random approaches as different target values might be gained during consecutive repetitions of the algorithm. An appropriate set of parameters avoids the problem to produce sporadic target values and controls the time to get coherent solutions. TOPSIS (Technique for Order Preference by Similarity to Ideal) is one of Multi Attribute Decision Making (MADM) approaches used in defining the best alternative in a complicated decision making problem which is used here to set the parameters of a simulated annealing algorithm in their suitable levels. This helps the algorithm to find good solutions besides controlling the time spent to get these values.
Keywords :
decision making; simulated annealing; MADM; TOPSIS; meta heuristics; multiattribute decision making; optimal determination; simulated annealing parameters; technique-for-order preference-by-similarity-to-ideal; Cooling; Decision making; Materials; Simulated annealing; Software; Software algorithms; Temperature; Multi-Criteria decision making; TOPSIS; simulated annealing parameters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2011 IEEE International Conference on
Conference_Location :
Singapore
ISSN :
2157-3611
Print_ISBN :
978-1-4577-0740-7
Electronic_ISBN :
2157-3611
Type :
conf
DOI :
10.1109/IEEM.2011.6117876
Filename :
6117876
Link To Document :
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