The conference proceedings were published by Springer in the Lecture Notes on Computer Science (LNCS) Series. They are temporarily available online here:

Parallel Problem Solving from Nature – PPSN XV Proceedings, Part I
Parallel Problem Solving from Nature – PPSN XV Proceedings, Part II