This paper gives a global review of artificial immune systems in computer science and their implementation. The performance of the immunological algorithm in solving optimization problems is analysed using the Optimization Algorithm Toollcit, with emphasis on determining the impact of parameter values. It is shown that these types of algorithms are particularly sensitive to the choice of parameters that affect the functioning of the algorithm.
Keywords:
immunological algorithm / implementation / Optimization Algorithm Toollcit / travelling salesman problem / function optimization, parameters
TY - JOUR
AU - Čisar, Petar
AU - Maravić-Cisar, Sanja
AU - Markoski, Branko
PY - 2014
UR - http://jakov.kpu.edu.rs/handle/123456789/614
AB - This paper gives a global review of artificial immune systems in computer science and their implementation. The performance of the immunological algorithm in solving optimization problems is analysed using the Optimization Algorithm Toollcit, with emphasis on determining the impact of parameter values. It is shown that these types of algorithms are particularly sensitive to the choice of parameters that affect the functioning of the algorithm.
PB - Budapest Tech, Budapest
T2 - Acta polytechnica hungarica
T1 - Implementation of Immunological Algorithms in Solving Optimization Problems
VL - 11
IS - 4
SP - 225
EP - 239
UR - https://hdl.handle.net/21.15107/rcub_jakov_614
ER -
@article{
author = "Čisar, Petar and Maravić-Cisar, Sanja and Markoski, Branko",
year = "2014",
abstract = "This paper gives a global review of artificial immune systems in computer science and their implementation. The performance of the immunological algorithm in solving optimization problems is analysed using the Optimization Algorithm Toollcit, with emphasis on determining the impact of parameter values. It is shown that these types of algorithms are particularly sensitive to the choice of parameters that affect the functioning of the algorithm.",
publisher = "Budapest Tech, Budapest",
journal = "Acta polytechnica hungarica",
title = "Implementation of Immunological Algorithms in Solving Optimization Problems",
volume = "11",
number = "4",
pages = "225-239",
url = "https://hdl.handle.net/21.15107/rcub_jakov_614"
}
Čisar, P., Maravić-Cisar, S.,& Markoski, B.. (2014). Implementation of Immunological Algorithms in Solving Optimization Problems. in Acta polytechnica hungarica
Budapest Tech, Budapest., 11(4), 225-239.
https://hdl.handle.net/21.15107/rcub_jakov_614
Čisar P, Maravić-Cisar S, Markoski B. Implementation of Immunological Algorithms in Solving Optimization Problems. in Acta polytechnica hungarica. 2014;11(4):225-239.
https://hdl.handle.net/21.15107/rcub_jakov_614 .
Čisar, Petar, Maravić-Cisar, Sanja, Markoski, Branko, "Implementation of Immunological Algorithms in Solving Optimization Problems" in Acta polytechnica hungarica, 11, no. 4 (2014):225-239,
https://hdl.handle.net/21.15107/rcub_jakov_614 .
