Arcade machines handle dynamic war systems through sophisticated real-time algorithms that track player faction conflicts. These systems typically employ probability matrices and behavior trees that adjust faction aggression levels based on player performance metrics. When players choose opposing factions, the machine's CPU calculates resource allocation, territory control, and alliance formations through weighted decision trees. The dynamic system continuously monitors victory/defeat ratios, modifying AI response patterns to maintain competitive balance. Popular fighting games like "Tekken" and strategy arcade titles implement faction war systems where player choices directly influence battlefield conditions through branching narrative paths. The hardware's processing power enables rapid recalculation of faction dominance metrics between sessions, creating unique conflict scenarios for each playthrough. This creates emergent gameplay where no two faction wars unfold identically, driven by player skill variance and strategic decisions made during limited session timers.