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Pattern matching

Artificial Intelligence PathfindingPattern recognition

Pattern Matching
Although pattern matching had been used to some extent in the early influence based programs, it was now that the real breakthough came. People began to use patterns intensively to suggest moves rather than make them.

 


pattern matching the process of comparing an input to see whether it is an instance of a pattern, and if so, how variables in the pattern match items in the input.
PDP parallel distributed processing. see neural network.

Pattern matching is a parallel process; if you had n computers, you could do it n times faster. For example, suppose you are trying to compare a particular chess position to the 100,000 positions that you have seen previously.

The pattern matching technique used by Prolog to match goals and sub-goals in a program.
Variables
A storage location with a name that can be assigned a value.

Accurate pattern matching has to be paired with anticipatory "fictitious patterns" to provide the mind with a Darwinian power of selection. Quite a tangle to untease.
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Learning and pattern matching algorithms created from scratch
Talk.scm
A rough make-shift interface for IQATS. Here the user is able to both input sentences for analysis and teach IQATS additional patterns to recognize in generating Q's and A's.

[102] These tools are used for the problems of perception (such as pattern matching) and learning.

This is opposed to pattern matching algorithms, which look for exact matches in the input with pre-existing patterns.

They do not require sophisticated rule sets to be programmed in to them but function by a dynamic pattern matching mechanism much closer at least in spirit to the firing activities found in the brain.

is an award-winning natural language processing chatterbot, a program that engages in a conversation with a human by applying some heuristical pattern matching rules to the human's input.

Surveyor: By using parallel pattern matching. Several times per second, the brain compares the present situation with patterns stored in memory.

It may need to generate a huge number of candidate sets
It may need to repeatedly scan the database and check a large set of candidates by pattern matching

Mining Frequent Itemsets Using Vertical Data Format ...

Communications of the ACM, 9 (1): 36-45. A pioneering work in natural language understanding and generation that highlighted the differences between pattern matching and understanding. The ACM makes a .pdf file available online for a fee.

of partitioning the vertex set into k independent sets. The problem of coloring a graph has found a number of applications such as scheduling, register allocation in a microprocessor, frequency assignment in mobile radios, and pattern matching.

See also: Artificial intelligence, Knowledge, AI, Neural network, Natural language processing

Artificial Intelligence PathfindingPattern recognition

 
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