Sunday 29 May 2011

Data Management

We looked at the distinguishing features of intelligent systems w.r.t other software systems.
We looked at the role of intelligent sytems in scientific, business, consumer and other applications.

(Artificial) Intelligent Systems

SW programs or SW/HW systems designed to perform complex tasks employing strategies that mumic some aspect of human thought.

Not a suitable Hammer for All Nails!

if the nature of computations required in a task is not well understood or there are too many exceptions to the rules or known algorithms are too complex or inefficient then AI has the potential of offering an acceptable solution

Selected Applications

Games Chess, Simcity
Image recognition
Medical diagnosis
Robots
Business intelligence

Neural Networks

Original inspiration was the human brain emphasis now on usefulness as a computational tool.

Genetic Algorithms

Based Drawin's evolutionary principle of survivial of the fittest
GAs require the ability to recognize a good solution, but not how to get to that solution

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