A causality algorithm for magnetic hysteresis of interacting systems

A causality algorithm is introduced to keep track of all history of interacting magnetic systems since saturation. It reflects the true hysteresis of the interacting system with ambient temperature. Though not entirely self-consistent, it satisfies the requirement of causality and is physically more realistic. Because it contains the evolution due to the interactions, thus the coercivity indeed shifts linearly with the coupling strength.