Genetic algorithm implementation for distributed security systems optimization

Author

Bykovyy, P. ; Pigovsky, Y. ; Kochan, V. ; Sachenko, A. ; Markowsky, G. ; Aksoy, S.

Author_Institution

Res. Inst. of Intell. Comput. Syst., Ternopil Nat. Economic Univ., Ternopil

fYear

2008

fDate

14-16 July 2008

Firstpage

120

Lastpage

124

Abstract

This paper describes two algorithms for optimizing the design of distributed perimeter security systems. The first algorithm is a straightforward algorithm whose primary purpose is to help us formulate the problem formally. The second algorithm, is a genetic algorithm. Both algorithms were incorporated into a new module for our distributed security systems CAD software. Tests of the module show that it produced better solutions more quickly than any other algorithms that are known to us.

Keywords

CAD; distributed processing; genetic algorithms; security of data; CAD software; distributed security systems optimization; genetic algorithm; Algorithm design and analysis; Computational intelligence; Computer science; Computer security; Costs; Design automation; Electronic mail; Genetic algorithms; Protection; Sensor phenomena and characterization; distributed security systems; genetic algorithms; security system optimization;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Intelligence for Measurement Systems and Applications, 2008. CIMSA 2008. 2008 IEEE International Conference on

Conference_Location

Istanbul

Print_ISBN

978-1-4244-2305-7

Electronic_ISBN

978-1-4244-2306-4

Type

conf

DOI

10.1109/CIMSA.2008.4595845

Filename

4595845