Introduction.- Basic Concepts and Definitions.- Perfect Anticipation.- Synergies of Optimization and Data Mining.- Approximate Anticipation.- Dynamic Vehicle Routing.- Anticipatory Routing of a Service Vehicle.- Computational Study.- Managerial Impact of Anticipatory Optimization.- Conclusions.