Representations or languages - artificial intelligence, Computer Engineering

Representations/Languages Used:

Many people are taught "AI" with the opening line: "The three most important things in "AI" are  representation, representation and representation". While choosing the way of representing knowledge in "AI" programs will always be a key concern, many methods now have well-chosen ways to represent data which have been shown to be useful for that technique. Many of the problems machines are expected to solve will require extensive knowledge about the world. Among the things that "AI" needs to represent are: objects, properties, number of items, categories and relations between objects situations, actions and time causes and effects. Along the way, much research has been undertaken into discovering the best ways to represent certain types of knowledge. The way in which knowledge can be represented is often taken as another way to  characterize Artificial Intelligence.

Some general representation schemes include: 

  • First order logic
  • Higher order logic
  • Logic programs
  • Frames
  • Production Rules
  • Semantic Networks
  • Fuzzy logic
  • Bayes nets
  • Hidden Markov models
  • Neural networks
  • Strips
  • Computer simulation

A representation of "what exists" is an ontology (borrowing a word from traditional philosophy), of which the most general are known as upper auto logics. Some standard "AI" programming languages have been developed in order to build intelligent programs efficiently and robustly. That  include: 

  • Prolog
  • Lisp
  • ML

Note that other languages are used extensively to build "AI" programs, including:  

  • Perl
  • C++
  • Java
  • C
Posted Date: 1/9/2013 6:51:00 AM | Location : United States







Related Discussions:- Representations or languages - artificial intelligence, Assignment Help, Ask Question on Representations or languages - artificial intelligence, Get Answer, Expert's Help, Representations or languages - artificial intelligence Discussions

Write discussion on Representations or languages - artificial intelligence
Your posts are moderated
Related Questions
Forward Chaining - Artificial intelligence: Imagine we have a set of axioms which we know are true statements regarding the world. If we set these to each be a starting state o

Q. Define syntax of MPI_Scatter function? MPI_Scatter(Sendaddr, Scount, Sdatatype, Receiveaddr, Rcount, Rdatatype, Rank, Comm): 'Using this function process with rank' ran

Minimize the logic function F(A, B, C, D) = ∑ m(1,3,5,8,9,11,15) + d(2,13) using K-maps Ans. The logic function minimization of F(A, B, C, D) = ∑ m(1,3,5,8,9,11.15) + d(2,13) by

Define the PUBLIC and EXTRN directives- Assembler directives PUBLIC and EXTRN directives are very significant to modular programming. PUBLIC used to declare that labels of data

State The Benefits of Encapsulation To hide the details of a class, you can declare that data or implementation in the private part of class so that other class clients will n

ELECTING NEIL : The response for this is, of course. In this case, we considered the point of the search or researching is to find an artifact  -  a word which is an anagram o

Q. Example on PUBLIC DIVISOR? Linker appends all segments having the same name and PUBLIC directive with segment name into one segment. Their contents are pulled together in co

For the one who still has no idea about the BIOS on your PC, notice when you first turn on your PC or laptop a few screens pop up. It may be a logo such as DELL or HP or ASUS, Tyan

Use SAVE when you are revising an existing document. Use SAVE AS when you are making a new document from scratch or an existing document. This will remain the original document

Whenever we compile with -g option, it will make a symbol table, and according that table for every function and line it will call ptrace.