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This lecture introduces the basics of linear programming, focusing on defining corners, extreme points, and feasible solutions within polyhedrons. It covers the standard form of equality and inequality constraints, adding slack variables, and determining extreme points. The instructor explains the concept of basic feasible solutions and the uniqueness of extreme points in polyhedrons.