Title: Quantum-Inspired Stochastic Control Theory (QISTC)
Jincheng Zhang
Abstract
Quantum-Inspired Stochastic Control Theory (QISTC) is a novel approach to stochastic control theory predicated on the principles of quantum mechanics, specifically the concepts of superposition and interference. This paper explores the potential of utilizing quantum mechanics to enhance the design and implementation of robust and effective control strategies for complex, non-linear systems. We present a new framework incorporating quantum state evolution modeling, emphasizing the crucial role of interference in achieving superior performance. The core mechanism focuses on constructing control policies that exploit quantum phenomena to mitigate instability and enhance the system's response to disturbances. This research investigates the benefits of incorporating quantum-inspired elements into existing control methodologies, offering a fundamentally different approach to control design.