Geodesic
Reliability Optimization Using Hybrid Genetic and Particle Swarm Optimization Algorithm
Yugoslav journal of operations research, Tome 32 (2022) no. 4, p. 439 .

Voir la notice de l'article provenant de la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts

Redundancy-allocation problem i.e. RAP is among the reliability optimization problems which make use of non-linear programming method to improve the reliability of complex system. The objective of this research paper is reliability optimization through the application of Genetic Algorithm i.e. GA and Hybrid Genetic Particle Swarm Optimization (H-GAPSO) on a RAP. Certain shortcomings have been seen when results are obtained by application of single algorithms. In order to get rid of these shortcomings, HGA-PSO is introduced where attractive properties of GA and PSO are combined. This hybrid method makes use of iterative process of GA after obtaining initial best population from PSO. Comparative Analysis of results of GA and H-GAPSO is done with respect to reliability and computation (CPU) time and it is observed that H-GAPSO improved system reliability up to maximum by 63.10%. MATLAB programming has been used for computation of results from GA and HGA-PSO algorithms.
Classification : 90B25, 90C30, 68T20
Keywords: redundancy allocation problem, reliability optimization, GA, PSO, H-GAPSO 
@article{YJOR_2022_32_4_a1,
     author = {Tripti Dahiya and Deepika Garg},
     title = {Reliability {Optimization} {Using} {Hybrid} {Genetic} and {Particle} {Swarm} {Optimization} {Algorithm}},
     journal = {Yugoslav journal of operations research},
     pages = {439 },
     publisher = {mathdoc},
     volume = {32},
     number = {4},
     year = {2022},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/YJOR_2022_32_4_a1/}
}
TY  - JOUR
AU  - Tripti Dahiya
AU  - Deepika Garg
TI  - Reliability Optimization Using Hybrid Genetic and Particle Swarm Optimization Algorithm
JO  - Yugoslav journal of operations research
PY  - 2022
SP  - 439 
VL  - 32
IS  - 4
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/YJOR_2022_32_4_a1/
LA  - en
ID  - YJOR_2022_32_4_a1
ER  - 
%0 Journal Article
%A Tripti Dahiya
%A Deepika Garg
%T Reliability Optimization Using Hybrid Genetic and Particle Swarm Optimization Algorithm
%J Yugoslav journal of operations research
%D 2022
%P 439 
%V 32
%N 4
%I mathdoc
%U http://geodesic.mathdoc.fr/item/YJOR_2022_32_4_a1/
%G en
%F YJOR_2022_32_4_a1
Tripti Dahiya; Deepika Garg. Reliability Optimization Using Hybrid Genetic and Particle Swarm Optimization Algorithm. Yugoslav journal of operations research, Tome 32 (2022) no. 4, p. 439 . http://geodesic.mathdoc.fr/item/YJOR_2022_32_4_a1/