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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References

systems.com.ar/intsyst/intsyst.htm-http://www.intelligent

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