## Definition

Given a number set , the Manhattan distance is a function defined as

• .
• .

## Normalization

If is a bounded set, it is possible to normalize the difference dividing by the range of , then normalization is

that is the arithmetic mean of the normalized differences.

• If , .
• If , .

## Applications

• Numeric vectors (codes).
• Vectors of boolean features.

## References

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