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Interdisciplinary Sciences
Network Science
1998
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Small-World Network Average Path

LlogNL \propto \log N

In small-world networks, average path length grows only logarithmically with network size.

By Duncan Watts, Steven Strogatz

Interdisciplinary Sciences
Small-World Network Average Path
1998 · Duncan Watts
Why it matters: Explained rapid information spread, epidemics, and neural network efficiency.

Discoverers: Duncan Watts, Steven Strogatz (1998)

What does it mean?

In small-world networks, average path length grows only logarithmically with network size.

Why should I care?

Explained rapid information spread, epidemics, and neural network efficiency.

Variables & Units

SymbolNameUnitMeaning
LLPath lengthAverage shortest path
NNNodesNetwork size

Worked Example

Facebook: ~3.5 degrees of separation among users.

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Small-World Network Average Path

LlogNL \propto \log N

Real-world impact

Life sciences

Mathematical models drive medicine and biotech.

Photo: Unsplash — laboratory

In small-world networks, average path length grows only logarithmically with network size.

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