The Entropy of the Universe never decreases, and in fact tends to increase..
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.82.011143
http://iopscience.iop.org/article/10.1088/1742-5468/2010/10/P10009/meta
https://journals.aps.org/pre/abstract/10.1103/PhysRevE.82.011144
http://iopscience.iop.org/article/10.1088/1367-2630/11/7/073008/meta
http://dornsife.usc.edu/david-wallace/papers-sm/
See Irreversibility