Supriya Ghosh (Editor)

Sophistication (complexity theory)

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In algorithmic information theory, sophistication is a measure of complexity related to algorithmic entropy.

When K is the Kolmogorov complexity and c is a constant, the sophistication of x can be defined as

Soph c ( x ) := inf { K ( S ) : x S K ( x S ) log 2 ( | S | ) c | S | N + } .

The constant c is called significance. The S variable ranges over finite sets.

Intuitively, sophistication measures the complexity of a set of which the object is a "generic" member.

References

Sophistication (complexity theory) Wikipedia


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