Consider a large system of N indistinguishable, noninteracting molecules (perhaps in an ideal gas or a dilute solution). Find an expression for the Helmholtz free energy of this system, in terms of Z_1, the partition function for a single molecule. Use Stirling's approximation to eliminate the N! Then use your result to find the chemical potential, again in terms of Z_1.