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 algorithmic information theory - Definition 

Algorithmic information theory (7689 bytes)
1: '''Algorithmic information theory''' is a field of study which attempts to capture ...
3: ... variants of Kolmogorov complexity or algorithmic information. The most widely used one is based on self-delimi...
32: information-theoretic. It has the desirable properties of st...
35: ...onnection between MML and algorithmic information theory (or Kolmogorov complexity) in 1999.
38: ...Important publications in algorithmic information theory]]

Algorithmic number theory (378 bytes)
1: ...s]] and efficiency of algorithms used in [[number theory|number theoretic]] computations.
5: ...effrey Shallit|Shallit, J.]] ''Algorithmic Number Theory'', Vol. 1: Efficient Algorithms. Cambridge, MA: M...

Algorithmic learning theory (3522 bytes)
1: '''Algorithmic learning theory''' (or '''inductive inference''') is a framework ...
5: In the framework of algorithmic learning theory, the tester gives the learner an example sentence...
18: ...Gold, E., "Language Identification in the Limit," Information and Control, 10, pp. 447-474, 1967.

Information theory (8794 bytes)
1: ...sed with [[library and information science]] or [[information technology]].
3: ...yed, though the complementary wing of information theory concerns itself with content through [[lossy comp...
5: ...ify the use of bits as the universal currency for information in many contexts.
7: ...nications systems, Shannon defined a measure of [[information entropy|entropy]]:
11: ...of entropy came to be taken as a measure of the ''information'' contained in a message, as opposed to the porti...

Sampling (information theory) (1641 bytes)
1: In [[information theory]], '''sampling''' is the process of converting a ...
23: Sampling theory:
29: *[[Information theory]]

Signal (information theory) (8985 bytes)
1: ...heory|information]], or (more commonly) a flow of information (in one or more dimensions).
78: ...als) is its [[information entropy|entropy]] or ''information contents'', measured in [[bit]]s (or bits per [[s...

Structural information theory (1576 bytes)
1: ... information theory''' ('''SIT''') is a general [[theory]] of [[pattern perception]], set about by [[Emanu...
9: ...ion load, where information load is the amount of information present in a pattern.

List of information theory topics (900 bytes)
1: This is a '''list of information theory topics''', by Wikipedia page.
3: *[[A Mathematical Theory of Communication]]
4: *[[Algorithmic information theory]]
7: *[[Communication Theory of Secrecy Systems]]
12: *[[Fisher information]]

Algorithmic probability (1492 bytes)
1: ...]], [[Ray Solomonoff]] invented the concept of '''algorithmic probability'''.
6: The algorithmic probability of any given finite output
11: Algorithmic probability is the main ingredient
12: of [[Ray Solomonoff]]'s theory of [[inductive inference]],
13: the theory of prediction based on observations.

Algorithmic topology (724 bytes)
1: ...ience]], in particular [[computational complexity theory]].
3: A primary concern of algorithmic topology, as its name suggests, is to develop eff...
5: Some parts of algorithmic topology can be considered [[experimental mathema...
12: ...ory:Topology]][[Category:Computational complexity theory]]

Algorithmic composition (3399 bytes)
1: '''Algorithmic composition''' is the technique of using [[algori...
3: ...nterpoint]], for example, can often be reduced to algorithmic determinacy. The term is usually reserved, howev...
5: ...oyed by the composer to translate the non-musical information into a musical data stream.
7: Composers known for their use of algorithmic procedures:
15: ...d for direct musical performance, with many using algorithmic techniques to generate infinitely-variable [[impr...

Algorithmic efficiency (2127 bytes)
5: ... (such as [[virtual method]]s and [[run-time type information]]) over certain compile-time decision making mech...

Self-information (2410 bytes)
1: ...elf-information is expressed in the [[unit]] of [[information]]: a [[bit]].
3: ...is the self-information associated with receiving information that the event indeed occurred.
5: ... happened, equals the '''sum''' of the amounts of information at proclamations of event ''A'' and event ''B'' r...
7: Taking into account these properties, the self-information ''H(A)'' associated with event ''A'' that has a p...
19: ...b>2</sub> (1/0.5) = log<sub>2</sub> 2 = 1 bits of information.

Value of information (648 bytes)
1: ...of [[free will]]) on the validity of this kind of information.

Information (10768 bytes)
1: '''''Information''''' is a term with many meanings depending on co...
3: ...r science]] are often in the spotlight, the word "information" is often used without careful consideration of t...
5: ... detects it and the bee's nervous system uses the information to guide the bee to the flower, where the bee oft...
7: The most important meanings of ''information'' are identified in the following sections roughl...
9: ==Information as a message==

Information overload (6621 bytes)
1: ...d for comparing and processing different kinds of information can all contribute to this effect.
3: ...ne about this. It is the logical result of a free information market coupled with technological progress.
5: ...f information overload comes from our having more information available to us than we can readily assimilate; t...
7: ...f information empowered people. Oddly enough, the Information Age has been named for something which once confe...
9: ...nds in a sort of competition with vast amounts of information which would be suitable to answering some other q...

Information management (678 bytes)
1: '''Information management''' is the handling of [[knowledge]] ac...
3: Also, a euphemism for the manipulation of information (often in a [[political]] arena, or for political...
15: [[de:Informationsmanagement]]

Information technology (1810 bytes)
1: ...tect]], [[process]], [[transmit]], and retrieve [[information]] from anywhere, anytime.
5: * [[Information science]]
6: * [[Information security]]
20: * [[Information technology governance]]
26: [[Category:Information technology]]

Information space (543 bytes)
1: ...cation]] of a [[space|spatial]] [[metaphor]] to [[information]].
13: ...s.html An Atlas of Cyberspaces: Three-Dimensional Information Spaces]
14: ...rg/atlas/info_maps.html An Atlas of Cyberspaces: Information Space Maps]

Information design (1447 bytes)
1: ...on design]] is the soft technology of structuring information so as to be most learnable or useful. While it ha...
3: ...tually surround itself with an information design theory.
5: ...current practice, see the interesting [http://www.informationdesign.org/ Info Design] web site.
7: ...ure''' refers more technically to the design of [[information system]]s. It comprises the aspects [[data model...
9: "Information design is the defining, planning, and shaping of ...

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This article is licensed under the GNU Free Documentation License. It uses material from the Wikipedia article "algorithmic information theory".