In finance, a portfolio is a collection of investments held by an institution or a private individual. Holding but not always a portfolio is part of an investment and risk-limiting strategy called diversification. By owning several assets, certain types of risk (in particular specific risk) can be reduced.
Many portfolio optimization algorithms are based on MPT or Modern Portfolio Theory. The most commonly used method is Mean-Variance optimization where portfolio allocations aim at maximizing the profit while constraining the risk.
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