What is Over-Optimization?

Over-optimization is a process that occurs when traders create a trading algorithm (often using excessive curve-fitting) on a computerized system that looks great in theory, but when it is actually used in a real-time market trading scenario does not perform as desired. This occurs when the algorithmic trading system is too complex for the computer to handle it, resulting in an overloaded computational system.