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Opportunities and Challenges for Next-Generation Applied Intelligence

Englisch · Taschenbuch

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Beschreibung

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The term "Artificial Intelligence" has been used since 1956 and has become a very popular research field. Generally, it is the study of the computations that enable a system to perceive, reason and act. In the early days, it was expected to achieve the same intelligent behavior as a human, but found impossible at last. Its goal was thus revised to design and use of intelligent methods to make systems more ef- cient at solving problems. The term "Applied Intelligence" was thus created to represent its practicality. It emphasizes applications of applied intelligent systems to solve real-life problems in all areas including engineering, science, industry, automation, robotics, business, finance, medicine, bio-medicine, bio-informatics, cyberspace, and man-machine interactions. To endow the intelligent behavior of a system, many useful and interesting techniques have been developed. Some of them are even borrowed from the na- ral observation and biological phenomenon. Neural networks and evolutionary computation are two examples of them. Besides, some other heuristic approaches like data mining, adaptive control, intelligent manufacturing, autonomous agents, bio-informatics, reasoning, computer vision, decision support systems, expert s- tems, fuzzy logic, robots, intelligent interfaces, internet technology, planning and scheduling, are also commonly used in applied intelligence.

Zusammenfassung

The term “Artificial Intelligence” has been used since 1956 and has become a very popular research field. Generally, it is the study of the computations that enable a system to perceive, reason and act. In the early days, it was expected to achieve the same intelligent behavior as a human, but found impossible at last. Its goal was thus revised to design and use of intelligent methods to make systems more ef- cient at solving problems. The term “Applied Intelligence” was thus created to represent its practicality. It emphasizes applications of applied intelligent systems to solve real-life problems in all areas including engineering, science, industry, automation, robotics, business, finance, medicine, bio-medicine, bio-informatics, cyberspace, and man-machine interactions. To endow the intelligent behavior of a system, many useful and interesting techniques have been developed. Some of them are even borrowed from the na- ral observation and biological phenomenon. Neural networks and evolutionary computation are two examples of them. Besides, some other heuristic approaches like data mining, adaptive control, intelligent manufacturing, autonomous agents, bio-informatics, reasoning, computer vision, decision support systems, expert s- tems, fuzzy logic, robots, intelligent interfaces, internet technology, planning and scheduling, are also commonly used in applied intelligence.

Produktdetails

Mitarbeit Tzung-pei Hong (Herausgeber), Been-Chian Chien (Herausgeber), Been-Chia Chien (Herausgeber), Hong (Herausgeber), Hong (Herausgeber)
Verlag Springer, Berlin
 
Inhalt Buch
Produktform Taschenbuch
Erscheinungsdatum 21.06.2011
Thema Naturwissenschaften, Medizin, Informatik, Technik > Technik > Allgemeines, Lexika
 
EAN 9783642100888
ISBN 978-3-642-10088-8
Anzahl Seiten 344
Illustration XII, 344 p.
Abmessung (Verpackung) 15.5 x 23.5 cm
Gewicht (Verpackung) 536 g
 
Serie Studies in Computational Intelligence > 214
Studies in Computational Intelligence
Themen C, Künstliche Intelligenz, machine learning, Robotics, Artificial Intelligence, Robot, Learning, engineering, intelligence, Mathematical and Computational Engineering, Engineering mathematics, Applied mathematics, Mathematical and Computational Engineering Applications, Intelligent Systems, multi-agent system, knowledge discovery
 

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