Intro to Business Analytics
Column generation is a mathematical optimization technique used to solve large-scale linear programming problems, particularly in integer programming. It breaks down the problem into a master problem and several subproblems, focusing on generating only the most promising variables (or columns) for the solution. This method is particularly effective when dealing with problems that have a huge number of potential variables, as it allows for more efficient computation and can lead to improved solution times.
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