Books on numerical method in solving differential equations

Question

I am searching for a reference book that details numerical methods for solving differential equations, their rate (order) of convergence, their cost, and if possible some applications.

Any suggestion is appreciated.

Thank you in advance.

Edit: solving partial differential equations.