This paper presents an agent-based simulation approach to estimate the effects of auction parameters on the auction outcomes, and to find an optimal or, at least, close to an optimal infrastructure. In particular, this study intends to study how bidders’ personalities and bidding strategies with other auction parameters affect the closing prices in two auction mechanisms: English and Yankee auc...