- Gazi University Journal of Science
- Vol: 17 Issue: 1
- ARTIFICIAL IMMUNE SYSTEMS AND APPLICATIONS IN INDUSTRIAL PROBLEMS
ARTIFICIAL IMMUNE SYSTEMS AND APPLICATIONS IN INDUSTRIAL PROBLEMS
Authors : Orhan Engin, Alper Döyen
Pages : 71-84
View : 9 | Download : 5
Publication Date : 2010-08-11
Article Type : Other
Abstract :Normal 0 21 false false false TR X-NONE X-NONE MicrosoftInternetExplorer4 Artificial Immune Systems (AIS) can be defined as computational systems inspired by theoretical immunology, observed immune functions, principles and mechanisms in order to solve complex problems. In this paper; description, problem solving technique and industrial applications of artificial immune systems are presented. Biologically inspired algorithms are artificial intelligence techniques that in recent years, have been are improved to solve Non Polinomial- NP problems. These are; genetic algorithms, ant colonies optimization and artificial immune systems. Also in this paper the two biologically inspired techniques; artificial immune systems and genetic algorithms are compared, to determine their strong and weak aspects. Key Words: Artificial Immune Systems, Genetic Algorithms, Negative Selection, Clonal SelectionKeywords : Artificial Immune Systems, Genetic Algorithms, Negative Selection, Clonal Selection