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Combinatorial explosion information


In mathematics, a combinatorial explosion is the rapid growth of the complexity of a problem due to how the combinatorics of the problem is affected by the input, constraints, and bounds of the problem. Combinatorial explosion is sometimes used to justify the intractability of certain problems.[1][2] Examples of such problems include certain mathematical functions, the analysis of some puzzles and games, and some pathological examples which can be modelled as the Ackermann function.

  1. ^ Krippendorff, Klaus. "Combinatorial Explosion". Web Dictionary of Cybernetics and Systems. PRINCIPIA CYBERNETICA WEB. Archived from the original on 6 August 2010. Retrieved 29 November 2010.
  2. ^ http://intelligence.worldofcomputing/combinatorial-explosion Archived 2011-08-23 at the Wayback Machine Combinatorial Explosion.

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Combinatorial explosion

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In mathematics, a combinatorial explosion is the rapid growth of the complexity of a problem due to how the combinatorics of the problem is affected by...

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History of artificial intelligence

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through the "maze" was simply astronomical (a situation known as a "combinatorial explosion"). Researchers would reduce the search space by using heuristics...

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Combs method

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described by William E. Combs in 1997. It is designed to prevent combinatorial explosion in fuzzy logic rules. The Combs method takes advantage of the logical...

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AI winter

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done in other sciences. He specifically mentioned the problem of "combinatorial explosion" or "intractability", which implied that many of AI's most successful...

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Information explosion

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many aspects ("dimensions") Combinatorial explosion – Rapid growth of the complexity of a problem due to its combinatorial properties Data mining – Process...

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Sudoku solving algorithms

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that will solve 9×9 puzzles (n = 9) in fractions of a second, but combinatorial explosion occurs as n increases, creating limits to the properties of Sudokus...

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Outline of combinatorics

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Steinhaus polygon notation Large number effects Exponential growth Combinatorial explosion Branching factor Granularity Curse of dimensionality Concentration...

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Combinatorial search

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depth searched or some type of average. Brute-force search Combinatorial explosion Combinatorial optimization Search algorithm State space search Russell...

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Artificial intelligence

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for solving large reasoning problems because they experience a "combinatorial explosion": They become exponentially slower as the problems grow. Even humans...

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Lighthill report

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stated that AI researchers had failed to address the issue of combinatorial explosion when solving problems within real-world domains. That is, the report...

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Sudoku

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 'digit-single'; originally called Number Place) is a logic-based, combinatorial number-placement puzzle. In classic Sudoku, the objective is to fill...

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Chart parser

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and can be re-used. This eliminates backtracking and prevents a combinatorial explosion. Chart parsing is generally credited to Martin Kay. A common approach...

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Eigenvalues and eigenvectors

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) {\displaystyle O(n^{4})} operations, but that does not take combinatorial explosion into account. Burden & Faires 1993, p. 401. Gilbert Strang. "6:...

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Exponential growth

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growth Cell growth Combinatorial explosion Exponential algorithm EXPSPACE EXPTIME Hausdorff dimension Hyperbolic growth Information explosion Law of accelerating...

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General Problem Solver

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real-world problems because the search was easily lost in the combinatorial explosion. Put another way, the number of "walks" through the inferential...

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Branching factor

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due to the exponentially increasing number of nodes, leading to combinatorial explosion. For example, if the branching factor is 10, then there will be...

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Logic Theorist

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intelligence and remains an important method to overcome the intractable combinatorial explosion of exponentially growing searches. List processing To implement...

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Span of control

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refers to this principle as the span of managerial responsibility. Combinatorial explosion in communication Interaction frequency Network theory Scientific...

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Shannon number

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Chess portal Solving chess Go and mathematics Game complexity Combinatorial explosion Claude Shannon (1950). "Programming a Computer for Playing Chess"...

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Communication protocol

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allows the parts of a protocol to be designed and tested without a combinatorial explosion of cases, keeping each design relatively simple. The communication...

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Pivot language

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language P, then from P to B. Using a pivot language avoids the combinatorial explosion of having translators across every combination of the supported...

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Automated planning and scheduling

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computational problems, suffers from the curse of dimensionality and the combinatorial explosion. An alternative language for describing planning problems is that...

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Enumerative combinatorics

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combinatorics Burnside's lemma Combinatorial explosion Combinatorial game theory Combinatorial principles Combinatorial species Inclusion–exclusion principle...

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Mathematics of Sudoku

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for general n 2 × n 2 {\displaystyle n^{2}\times n^{2}} grids. Combinatorial explosion (with summary of grid count of Sudoku compared to Latin squares)...

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