Laser System of Spinning Photons Could Solve the Traveling Salesman Problem
Computing With Spins of Light
Excerpts and salient points ~
+ To try to solve complex problems faster, physicists are turning to spin systems, which are simplified models that describe the interactions between particles in a material. In the “XY model’ of a spin system, particles form vortex-like patterns around multiple focal points. Imagine several drains in a large bathtub, with unidirectional flows of water going down each drain. Complex problems that involve directional data can be simulated by creating a physical system that emulates this XY model.
“We hope that our work will motivate research in computation with physical systems and in algorithms that involve continuous and directional data,” the researchers conclude.
+ Some problems are too large and complex for even modern-day computers to solve. The traveling salesman problem is a typical example. This problem asks: Given a list of cities and distances between each pair, what is the shortest possible route that visits each city and returns to the city of origin? As the number of cities to visit increases, the possible number of routes to choose from becomes exponentially higher, taking more and more time to solve. A modern computer would take one billion years to solve a 60-city problem.
+ Physicist Yutaka Takeda of the Tokyo University of Science and colleagues in Japan improved an experimental set up that emulates the XY model. Their design features a laser system that generates pulses of light particles within a one-kilometer-long optical fiber cavity.
+ The pulses are generated using a “nondegenerate optical parametric oscillator network,” which ultimately generates 5,000 spins, i.e. flows of light particles going down 5,000 different drains, within the cavity. It enables long simulations over several minutes within a stable system. This improves on previous oscillators that produced only 100 spins and simulation times that were limited to several tens of milliseconds.
+ The team demonstrated the spinning light particles within the optical fiber cavity accurately correspond to an XY model.
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