Question: what is linear and nonlinear programming?
Answer: "Linear and Nonlinear Programming" is considered a classic textbook in Optimization. ... One major insight of this type is the connection between the purely analytical character of an optimization problem, expressed perhaps by properties of the necessary conditions, and the behavior of algorithms used to solve a problem.