Lagrangian Multiplier Finance
Lagrangian multipliers, a technique from calculus, find clever application in finance, especially when optimizing investment portfolios under constraints. Portfolio optimization, at its core, aims to maximize return for a given level of risk, or minimize risk for a target return. These scenarios naturally involve constraints, such as budget limitations, diversification requirements, or regulatory stipulations. This is where Lagrangian multipliers enter the picture.