Home > Automation > Control Engineering

[ pdf ] Overview and Tutorial on Artificial Intelligence Systems

Overview and Tutorial on Artificial Intelligence Systems Download
Topic under  Control Engineering
Source: www.giac.org 
File size: 22.01 KB
File type: pdf
Last download on: Sat Mar 25, 2017 02:43:16 PM
Short Desciption:
Humans have a strong fascination with the idea of machines that can think. It is a recurring theme in fiction and the movies, from Hal to the Terminator to The Matrix. Whether a man-made artifact can think is still the subject of debate by philosophers. This paper explores different aspects of term artificial intelligence (or AI) and provides an overview of how this technology is being used today. Defining artificial intelligence is somewhat controversial, because there is no single definition of intelligence.

This paper has provided an overview of artificial intelligence and its applications. Artificial intelligence is not a single thing; it is many things. A distinction is often made between conventional artificial intelligence, which is based upon machine learning, and computational intelligence, which applies iteration and computation to generate intelligent agents. Conventional AI relies on symbolic logic and formalism and is considered a top-down approach. Computational intelligence, sometimes known as soft computing, uses training based on empirical data and is more of a bottom-up approach. Four areas of conventional AI were examined. Expert systems use rule-based inference engines to simulate reasoning. Case-based reasoning tries to apply previous experience to the current problem. Behavior-based AI uses sets of semi-autonomous agents to solve problems. Bayesian networks model knowledge by using probabilities and graph theory to draw inferences. Two types of computational intelligence systems were examined. Neural networks consist of networks of cooperating nodes that are trained by a series of inputs. Fuzzy logic is a system of logic that allows for imprecise information and solves problems with incomplete information. All these techniques have successful applications in use today. Artificial intelligence is improving our lives in numerous ways, even when there is no widespread agreement on exactly what artificial intelligence is.
Bookmark or share this info on Google+ and leave comment at below :

Bookmark and Share

People who downloaded this also viewed in this sites:

This tutorial is of interest to any student studying control systems and in particular the EC module D227 - Control System Engineering. ...

Systems and Control Engineering
Control has been a linchpin of the modern age. .... the frequency response approach used by the communication ... The Modern Control Period: Post...

Terminology and Symbols in Control Engineering
Part1: Fundamentals Part2: Self-operated Regulators Part3: Control Valves Part4: Communication Part5: Building Automation Part6: Process Automation...

    Leave comment :
    "Overview and Tutorial on Artificial Intelligence Systems"



    Related Free Files

    Terminology and Symbols in Control... - Download: 533 times
    Lecture 11 -Processes with Deadtime,... - Download: 192 times
    Modelling and control of a hydraulic servo... - Download: 306 times
    INDUSTRIAL AUTOMATION... - Download: 1601 times
    Basic Tools of Control Theory... - Download: 208 times
    Control Systems Engineering... - Download: 600 times
    Fundamentals of Instrumentation and Control... - Download: 3149 times
    Advanced Process Control Training... - Download: 862 times
    Fundamentals of Instrumentation and Control... - Download: 705 times
    Instruments and Controls... - Download: 305 times

    eXTReMe Tracker