Intelligent systems
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Transcript of Intelligent systems
Intelligent Systems
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SystemsINTELLIGENT
What is IntelligenceThere are many definitions of intelligence. A person that learns fast or one that has a vast amount of experience, could be called "intelligent". However for our purposes the most useful definition is: the systems comparative level of performance in reaching its objectives. This implies having experiences where the system learned which actions best let it reach its objectives.
By the way, persons are not intelligent in all areas of knowledge, they are only intelligent in those areas where they had experiences
What is a SystemA system is part of the universe, with a limited extension in space and time. What is outside the frontier of the system, we call its environment. Stronger or more correlations exist between one part of the system and another, than between this part of the system and parts in the environment.
What is an Intelligent SystemAn intelligent system learns how to act so it can reach its objectives.
Details of the Intelligent System
The main processes occurring within the intelligent systems are the
, that it has objectiveThe Intelligent System has a temporaryfollowing:
, although we have environmentderived from its main objective. It senses its
and that these can only capture, for sensesto realize that it has only a few
instance, light and sound of an object, but can not capture or know the
object itself.
. conceptsThe system then stores these sense impressions as elementary
Concepts are a material way of storing information. Working on concepts it
creates new ones and stores relationships to other total, part, abstract and
concrete concepts. In the following we explain this in more detail.
Of course you realize that there is a difference between an object or
occurrence in the environment, the concept the system uses for its internal
processing and the word it uses to communicate about the concept.
To continue with the internal processes, in more intelligent systems there
should now be a check of the incoming information. With all the information,
. Now it present situationexpressed as concepts, the system builds up the
. It chooses one of response ruleslooks into its memory and finds applicable
. Response actionthe best it has found and performs the corresponding
rules are a field of storage that includes the present situation to which the
rule is applicable and the corresponding action.
Continue…
The intelligent system continually records the present situation and the
action that followed as a response rule. The very first response
rules are due to chance actions and to teaching.
When the system is externally inactive, that is it sleeps, it reviews
the response rules stored in its memory and performs some
generalizations. It makes abstractions of concepts and creates the
corresponding response rules, including these abstractions. Further
comparisons are between the situation and action of a series or
recently learned response rules as well as comparisons between
situations of different response rules and between actions of
different response rules. By all these activities, starting with very
concrete response rules, it creates response rules that are
applicable to several different but similar situations.
After some while, its memory is full and it forgets the least used
concepts and response rules.
IEEE Intelligent Systems
IEEE Intelligent Systems is published by the IEEE Computer Society, as ISSN 1541-
1672.
IEEE Intelligent Systems emphasizes current practice and experience and promising
new ideas that will likely see use in the near future. We welcome articles on topics
across the spectrum of related work. Example topics include:
Knowledge-based systems
Intelligent software agents
Natural language processing
Knowledge management
Machine learning
Data mining
Adaptive and intelligent robotics
The Semantic Web
Social issues relevant to intelligent systems
Books
Robot Technology and Applications
RemboldBy
Manufacturing Engineering and Materials ProcessingSeries:
Published May 24th 1990 by CRC Press
Fundamentals of Robotics
ArdayfioDavid By
Dekker Mechanical EngineeringSeries:
Published May 28th 1987 by CRC Press
What Every Engineer Should Know about Robots
ZeldmanBy
What Every Engineer Should KnowSeries:
Published March 26th 1984 by CRC Press
Worldwide Intelligent SystemsISBN: 978-90-5199-183-3Authors/editors: Liebowitz, J., Prerau, D.S.
Books
Intelligent Systems
Modeling, Optimization, and Control
Chengying Xu,Yung C. ShinBy
Automation and Control EngineeringSeries:
Providing a thorough introduction to the field of soft computing techniques, Intelligent
Systems: Modeling, Optimization, and Control covers every major technique in artificial
intelligence in a clear and practical style. This book highlights current research and
...applications, addresses issues
Published December 21st 2008 by CRC Press
Intelligent Infrastructure
Neural Networks, Wavelets, and Chaos Theory for Intelligent Transportation Systems and
Smart Structures
Xiaomo Jiang,Hojjat AdeliBy
Recent estimates hypothesize that the US will need $1.6 trillion dollars for the rehabilitation,
replacement, and maintenance of existing infrastructure systems within the next 20 years.
Presenting a new vision and way of designing and managing the civil infrastructure of the
...nation, Intelligent
Published October 5th 2008 by CRC Press
Books
Intelligent Network Video
Understanding Modern Video Surveillance Systems
Communications Axis,Fredrik NilssonBy
Offering ready access to the security industry’s cutting-edge digital future, Intelligent Network Video provides the first complete reference for all those involved with developing, implementing, and maintaining the latest surveillance systems. Pioneering
...expert Fredrik Nilsson explains how
Published September 9th 2008 by CRC Press
Advances in Intelligent Systems: Theory and ApplicationsISBN: 978-1-58603-043-8Authors/editors: Mohammadian, M.
Intelligent Agents for Telecommunications ApplicationsISBN: 978-90-5199-295-3Authors/editors: Albayrak, S.
Advances in Intelligent SystemsISBN: 978-90-5199-355-4Authors/editors: Morabito, C.F.
Journals
Journal of Ambient Intelligence and Smart Environments
ISSN: 1876-1364Ambient Intelligence and Smart Environments
International Journal of Hybrid Intelligent Systems
ISSN: 1448-5869Artificial Intelligence
International Journal of Knowledge-Based and Intelligent Engineering Systems
ISSN: 1327-2314Artificial Intelligence
Intelligent Data Analysis
ISSN: 1088-467XArtificial Intelligence
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