Algorithmic trading: an overview. Intelligent algorithmic trading: a conceptual scheme of the trading system. A new concept in the financial markets: the high frequency trading. How the HFT made its way into the financial markets. The regulation of algorithmic and high frequency trading. The European context: the MiFID II. A different proposal.