Predictive Technologies and Autonomous Decision Making

This book explores the theoretical and architectural foundations of predictive decision-making in autonomous systems. It addresses machine prediction, temporal modeling, distributed coordination, hierarchical objective structures, fault tolerance, and domain-specific constraints in transportation, manufacturing, and logistics. The monograph develops a system-level view of autonomous agents operating under uncertainty, with particular emphasis on predictive computation, multi-agent interaction, and resilient decision architectures.