Linear Optimization
Linear optimization, also known as linear programming, is a mathematical method for determining the best outcome in a mathematical model whose requirements are represented by linear relationships. It involves optimizing a linear objective function subject to linear equality and inequality constraints, widely used in operations research, economics, and engineering for resource allocation, scheduling, and decision-making problems.
Developers should learn linear optimization when building applications that involve resource allocation, logistics, financial modeling, or any scenario requiring optimal decision-making under constraints. It is essential for solving problems like supply chain optimization, portfolio management, and production planning, where efficiency and cost-effectiveness are critical.