Distributed Coordination through Anarchic Optimization

In this chapter, a peer-to-peer algorithm is described for approximately solving distributed, real-time, constraint optimization problems. The ANTS challenge problem is formulated as a distributed constraint optimization problem; an approximation version of the classical problem of graph k-coloring is formulated as a distributed constraint optimization problem to enable simple experimental assessment of the algorithm’s performance.