We consider the problem of grooming traffic in WDM star and tree networks to minimize equipment cost. We prove an important result regarding wavelength assignment in both topologies. We present a series of lower and upper bounds on the optimal solutions for both star and tree networks. The bounds allow us to evaluate a set of heuristics we also develop