What Is An Algorithm?
An algorithm is a collection of instructions for completing a task or solving a problem. Algorithms are very significant in finance, particularly in the development of automated and high-frequency trading (HFT) systems and the pricing of complicated financial products such as derivatives.
The term “algorithm” is frequently used in the computer world to describe a set of instructions intended to accomplish a specific purpose. Algorithms (Algos) are a set of instructions presented to perform a particular activity in finance. Algorithms are used to automate trading to earn profits at a frequency hard for a human trader to achieve. Algorithmic trading is a technique that establishes rules based on pricing, quantity, time, and other mathematical models. Automated trading and black-box trading are two different types of algorithmic trading.
Computer algorithms make work simpler by reducing the amount of time needed to do tasks conventionally. Algorithms enable workers to be more efficient and attentive in the age of automation. Algorithms improve the efficiency of sluggish operations. Algorithms may save firms money in numerous circumstances, particularly in automation.
In trading, algorithms are employed to assist in eliminating the sentimental side of the investment. Investment banks, hedge funds, and other institutions utilize algorithms; nevertheless, individual investors may purchase and apply specific Algo-based programs and methods. Algorithms are classified according to the plans they employ, such as arbitrage and market timing. The types of Algorithm Trading include;
Arbitrage: Arbitrage seeks to profit on price differences between identical assets in various marketplaces.
Market Timing: Backtesting is used in market timing tactics to construct a trading model by simulating hypothetical trades.
Mean Reversion: Mean revision techniques compute a stock’s average stock price over a given timeframe or trading range fast.
For instance, a dealer could create instructions within his automated system to sell 100 shares of a stock if the 50-day moving average goes below the 200-day moving average. Alternatively, the trader could generate orders to purchase 100 shares if the 50-day moving average climbs above the 200-day moving average.« Back to Glossary Index