Last-mile demand intelligence · deterministic replay

CHAMELEON Clustering

Dynamic modeling with relative interconnectivity and relative closeness — discovering stable service zones from spatial delivery-demand hotspots.

k 5 · OR graph σ 1.5 · Gaussian similarity α 2.0 · τ 0.70

Spatial demand graph

Neutral points
Graph hidden · points fixed
CHAMELEON delivery-demand hotspot visualization A fixed spatial plot of 48 aggregated delivery-demand hotspots. The animation progressively reveals an immutable weighted five-nearest-neighbor graph and graph-based clusters.
Coordinates are normalized city-map positions; points are aggregated hotspots, not customer records. Hover a point for its ID and coordinates.
Verification · runtime invariants and benchmark output 
Verification is generated after runtime initialization.
Scene A. Title and problem.