An Artificial Immune System Based Visual Analysis Model and Its Real-Time Terrain Surveillance Application

2004 ◽  
pp. 250-262 ◽  
Author(s):  
György Cserey ◽  
Wolfgang Porod ◽  
Tamás Roska
Keyword(s):  
Immune System ◽  
Real Time ◽  
Artificial Immune System ◽  
Visual Analysis ◽  
Analysis Model ◽  
Artificial Immune ◽  
Surveillance Application

scholarly journals Transport modeling: An artificial immune system approach

2006 ◽  
Vol 16 (1) ◽  
pp. 3-30
Author(s):  
Dusan Teodorovic ◽  
Jovan Popovic ◽  
Panta Lucic
Keyword(s):  
Immune System ◽  
Real Time ◽  
Traffic Control ◽  
System Approach ◽  
Artificial Immune System ◽  
Control Strategies ◽  
Transportation Systems ◽  
Artificial Immune ◽  
Real Time Traffic ◽  
Wide Range

This paper describes an artificial immune system approach (AIS) to modeling time-dependent (dynamic, real time) transportation phenomenon characterized by uncertainty. The basic idea behind this research is to develop the Artificial Immune System, which generates a set of antibodies (decisions, control actions) that altogether can successfully cover a wide range of potential situations. The proposed artificial immune system develops antibodies (the best control strategies) for different antigens (different traffic "scenarios"). This task is performed using some of the optimization or heuristics techniques. Then a set of antibodies is combined to create Artificial Immune System. The developed Artificial Immune transportation systems are able to generalize, adapt, and learn based on new knowledge and new information. Applications of the systems are considered for airline yield management, the stochastic vehicle routing, and real-time traffic control at the isolated intersection. The preliminary research results are very promising.

scholarly journals APPLICATION OF AN ARTIFICIAL IMMUNE SYSTEM FOR VISUAL PATTERN RECOGNITION

2018 ◽  
Vol 42 (1) ◽  
pp. 113-117 ◽  
Author(s):  
R. M. Mikherskii
Keyword(s):  
Pattern Recognition ◽  
Immune System ◽  
Real Time ◽  
High Performance ◽  
Artificial Immune System ◽  
Artificial Immune Systems ◽  
Artificial Immune ◽  
Time Pattern ◽  
Web Camera ◽  
Human Faces

The suitability of artificial immune systems for recognizing visual patterns is discussed. A new algorithm and software implementation of an artificial immune system have been proposed based on which real-time pattern recognition can be done using a Web camera. It has been shown experimentally that this system can be successfully used to recognize both human faces and any other objects. An issue of using an artificial immune system in high-performance parallel computing systems is discussed. The advantages of the developed artificial immune system include the ability to teach the system a new image in a fast manner at any moment during run-time. These advantages open up a possibility of creating artificial intelligence systems for real-time learning.

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