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