Generalizing the ordinary Euclidean Voronoi diagram, the Voronoi diagram with respect to the Laguerre distance is proposed. An \$O(n log n)\$-time divide-and-conquer algorithm is given. This diagram can be applied to solve several problems concerning discs, especially, the problem of computing the connected components of discs, which has connection with Gershgorin's theorem in numerical analysis.