This invention discloses a multi-agent cooperative adversarial
simulation method based on
wide area network (WAN) synchronization. Addressing the problems of low
clock synchronization accuracy, proneness to timing errors,
high bandwidth consumption, and insufficient
fault tolerance in WAN scenarios, existing technologies construct a three-tiered architecture:
global simulation control, regional collaborative decision-making, and local
simulation inference. It employs a layered master-
slave clock synchronization combined with
delay compensation to achieve unified
clock references across all nodes, establishes a
clock-state dual-loop
hybrid synchronization control mechanism, and completes cooperative adversarial
inference through a distributed architecture that decouples decision-making and
inference. Simultaneously, it sets up fault-tolerant synchronization and conflict resolution mechanisms. This invention can achieve high-precision synchronization, high-continuity operation, and high-reliability inference for large-scale cross-regional multi-agent adversarial simulations in complex WAN environments, adapting to the needs of distributed
simulation applications in multiple fields.