Numerical analysis is the academic field dedicated to the design, analysis, and implementation of algorithms for finding approximate solutions to mathematical problems, especially those arising from continuous models in science and engineering that are intractable by analytical methods, with a central focus on understanding and controlling computational errors, stability, and efficiency.