Comment by ims

Sounds like you're looking more for optimization theory, but if you want a gentle introduction to applications with approachable math and lots of examples, I highly recommend "Operations Research: Applications and Algorithms (4E)" by Wayne Winston. It's a solid undergrad level text covering basic linear optimization, mixed integer linear programs, and non-linear optimization.