DocumentCode :
1592980
Title :
Improving the efficiency of the optimization algorithm angels & mortals
Author :
Bielek, R. ; Vircikova, Maria ; Jadlovsky, J.
Author_Institution :
Dept. of Cybern. & Artificial Intell., Tech. Univ. of Kosice, Kosice, Slovakia
fYear :
2013
Firstpage :
249
Lastpage :
252
Abstract :
We present an improved algorithm called Angels and Mortals mainly used for NP problem solutions. The primary improvements are several modifications of cloning and mutation process and computation of mortals´ lifespan in order to faster the algorithm. We report our experience on the problems of Graph Coloring and Boolean Satisfiability. Comparing to the Classic evolutionary algorithm, the main advantages of the proposed algorithm are more setting parameters and omitting the crossing part to save execution time.
Keywords :
Boolean algebra; computability; computational complexity; evolutionary computation; graph colouring; optimisation; Boolean satisfiability; NP problem solutions; classic evolutionary algorithm; cloning process; graph coloring; mortal lifespan computation; mutation process; optimization algorithm angels & mortals; Algorithm design and analysis; Artificial intelligence; Cloning; Color; Optimization; Sociology; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Applied Machine Intelligence and Informatics (SAMI), 2013 IEEE 11th International Symposium on
Conference_Location :
Herl´any
Print_ISBN :
978-1-4673-5928-3
Electronic_ISBN :
978-1-4673-5927-6
Type :
conf
DOI :
10.1109/SAMI.2013.6480985
Filename :
6480985
Link To Document :
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