Random Walks on Weighted Graphs and Applications to on-line Algorithms

The design and analysis of randomized on-line algorithms are studied. This problem is shown to be closely related to the synthesis of random wdlks on graphs with positive real costs on their edges. A theory is developed for the synthesis of such wdlks, and it is employed to design competitive on-line algorithms. © 1993, ACM. All rights reserved.