I guess I'm the foolish one, but I thought the title implied that the book was about algorithms you can use to make decisions, not decision making algorithms.
If the former sounds interesting, here is a similar book I read a long time ago: https://www.amazon.com/Algorithms-Live-Computer-Science-Deci...