A genetic programming based rule generation approach for intelligent control systems

2010 ◽  
Author(s):  
Cheng-Hsiung Chiang
Keyword(s):  
Genetic Programming ◽  
Control Systems ◽  
Intelligent Control ◽  
Rule Generation ◽  
Intelligent Control Systems

scholarly journals EVOLUTIONAL METHODS FOR CREATING ARTIFICIAL INTELLIGENCE OF ROBOTIC TECHNICAL SYSTEMS

2018 ◽  
Vol 16 (2) ◽  
pp. 148-152 ◽  
Author(s):  
Askhat I. Diveev ◽  
Sabit Ibadulla
Keyword(s):  
Artificial Intelligence ◽  
Genetic Programming ◽  
Control Systems ◽  
Intelligent Control ◽  
Symbolic Regression ◽  
Robotic Systems ◽  
Basic Solution ◽  
Intelligent Control Systems ◽  
Intellectual Control ◽  
Technical Systems

This paper considers evolutionary methods of symbolic regression for the creation of artificial intelligence of robotic systems. Methods of symbolic regression are reviewed and the features of their application to the solution of the problem of synthesis of control of robotic systems are indicated. The measure of the complexity of artificial intelligence is determined and the advantage of using the principle of small variations of the basic solution is shown, while creating intelligent control systems. A method of variational genetic programming is described and an example of its use for the synthesis of intellectual control is given.

scholarly journals On the Need to Create Intelligent Control Systems for Systems with a Critical Mission

2021 ◽  
pp. 60-66
Author(s):  
В. Б. Бетелин ◽  
Д. А. Моргун
Keyword(s):  
Control Systems ◽  
Intelligent Control ◽  
Software Components ◽  
Application Software ◽  
Critical Systems ◽  
Power Outages ◽  
Self Monitoring ◽  
Intelligent Control Systems ◽  
Digital Control Systems ◽  
Mission Critical

Происходящие в мире события свидетельствуют о возрастании угрозы перехвата управления системами с критической миссией (СКМ). Приводятся конкретные примеры инцидентов, один из них — массовые отключения электроэнергии в Венесуэле. Обосновывается необходимость разработки технологии создания цифровых систем управления, обеспечивающей парирование угрозы перехвата управления и нештатного функционирования систем с критической миссией. В основе этой технологии — концепция цифровых двойников объектов управления цифровых систем управления этими объектами, включая все аппаратные и программные компоненты, а также интеллектуальные средства самоконтроля и самокоррекции функционирования элементной базы, вычислительной и коммуникационной техники, базового и прикладного программного обеспечения. There is an ongoing threat of control interception in mission-critical systems (MCS). Specific examples of such incidents are presented, one of them is the massive power outages in Venezuela. We specify the reasons for creating an approach to developing digital control systems for MCS resistant to control interception and abnormal functioning. This technology is based on the digital twin concept. A twin represents all the hardware and software components, as includes smart tools for the hardware, core and application software self-monitoring and self-correction.  

A blackboard software architecture for integrated intelligent control systems

Kybernetes ◽  
2000 ◽  
Vol 29 (7/8) ◽  
pp. 999-1015 ◽  
Author(s):  
M.F. Abbod ◽  
D.A. Linkens ◽  
A. Browne ◽  
N. Cade
Keyword(s):  
Software Architecture ◽  
Control Systems ◽  
Intelligent Control ◽  
Intelligent Control Systems
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