基于自组织的量子电路的拓扑优化
Jincheng Zhang
Abstract
This paper introduces a novel optimization algorithm based on self-organized quantum circuits, aiming to enhance the performance and efficiency of quantum circuits while minimizing their complexity. Traditional quantum circuit design often relies on manual manipulation, limiting flexibility and potential for optimization. We propose a new approach that leverages the inherent topological properties of quantum circuits to dynamically adjust their structure, leading to significant improvements. The core mechanism involves constructing a self-organized circuit that evolves through a series of transformations, guided by a topological mapping. We demonstrate the effectiveness of this algorithm through simulations and analysis of various quantum circuit designs, highlighting its ability to achieve superior performance compared to traditional optimization methods. The research explores the potential of this technique to address challenges in quantum circuit design and expansion, paving the way for more efficient and versatile quantum technologies.