Solving Linear Optimization Problems

An important assumption included in the general formulation of a linear optimization problem is that the variables, xi, i = 1, . . .n, take numeric values that are real or fractional. In the case that one or more variables only take integer values, then other techniques and algorithms are used. These methods belong to the class of Integer Programming or Mixed Integer Programming.