Robust L-Isomap with a Novel Landmark Selection Method

Algorithm 1

Selection of landmark candidates.

(1) Let .

(2) If for all then stop: is the cover, where . Otherwise find a subscript ,

 maximizing the ratio and proceed to Step .

(3) Add to , replace each by and return to Step .