Quantum State Transfer Optimization: Balancing Fidelity and Energy Consumption using Pontryagin Maximum Principle

TL;DR

This paper develops an optimal control framework using Pontryagin Maximum Principle to optimize quantum state transfer, balancing fidelity and energy use, demonstrated on a spin-1/2 particle system.

Contribution

It introduces a novel optimal control approach with a PMP-based computational scheme for quantum state transformation problems.

Findings

Effective control scheme for quantum state transfer

Balance between fidelity and energy consumption achieved

Applicable to spin-1/2 particle systems

Abstract

In this study, we address a control-constrained optimal control problem pertaining to the transformation of quantum states. Our objective is to navigate a quantum system from an initial state to a desired target state while adhering to the principles of the Liouville-von Neumann equation. To achieve this, we introduce a cost functional that balances the dual goals of fidelity maximization and energy consumption minimization. We derive optimality conditions in the form of the Pontryagin Maximum Principle (PMP) for the matrix-valued dynamics associated with this problem. Subsequently, we present a time-discretized computational scheme designed to solve the optimal control problem. This computational scheme is rooted in an indirect method grounded in the PMP, showcasing its versatility and efficacy. To illustrate the practicality and applicability of our methodology, we employ it to address the case of a spin $\frac{1}{2}$ particle subjected to interaction with a magnetic field. Our findings shed light on the potential of this approach to tackle complex quantum control scenarios and contribute to the broader field of quantum state transformations.