Can you define Covariance and Correlation for me? Explain their mathematical formulas, their intuitive meaning, and how they're applied in the context of portfolio theory.

请定义协方差（Covariance）和相关系数（Correlation），解释它们的数学公式和直观含义，以及在投资组合理论中的应用。