Post-optimization Issues

On page 136 we’ll present a detailed examination of training bias, and on page 323 we’ll see a powerful way to deal with this serious problem. But for the moment, we’ll provide a rough overview of training bias and show how, if one has trained a trading system using differential evolution or some similar stochastic algorithm, we can get a rough but useful estimate of training bias as an inexpensive by-product of parameter optimization.