Prime Factorization Using Magnonic Holographic Device

TL;DR

This paper demonstrates prime factorization using spin wave interference in a magnonic holographic device, offering a classical wave-based alternative to quantum algorithms with potential for computational speed improvements.

Contribution

It presents the first experimental demonstration of prime factorization via classical wave interference using a magnonic holographic device, highlighting its potential as a complementary computational tool.

Findings

Successful factorization of 15 using spin wave interference

Identification of physical and technological limitations

Potential for classical wave-based computational speedup

Abstract

Determining the prime factors of a given number N is a problem, which requires super-polynomial time for conventional digital computers. A polynomial-time algorithm was invented by P. Shor for quantum computers. However, the realization of quantum computers is associated with significant technological challenges in achieving and preserving quantum entanglement. Prime factorization can be also solved by using classical wave interference without quantum entanglement. In this work, we present experimental data showing prime factorization by utilizing spin wave interference. The prime factorization includes three major steps. First, general type computer calculates the sequence of numbers mkmod(N), where N is the number to be factorized, m is a randomly chosen positive integer, and k=0,1,2,3,4,5,6 .. . Next, the period of calculated sequence r is determined by exploiting spin wave interference. Finally, the general type computer finds the primes based on the obtained r. The experiment on the period finding was accomplished on the 6-terminal Y3Fe2(FeO4)3 device. We chose number 15 for a test and found its primes in a sequence of measurements. The obtained data demonstrate an example of solving a prime factorization problem using classical wave interference. We discuss the physical and technological limitations of this approach, which define the maximum size of N and the computational speed. Though this classical approach cannot compete with the quantum algorithm in efficiency, magnonic holographic devices can be potentially utilized as complementary logic units aimed to speed up prime factorization with classical computers.