 This paper proposes a novel metamaterial absorber which has been optimized using particle swarm optimization, PSO. It is composed of a manganese-silica manganese, MSM, three-layer structure with a shaped pattern at the top layer. The optimized structure achieves high absorption efficiency across the visible spectrum, 400 to 800 nanometers, as well as ultra-wide bandwidth, 270 nanometers, in the near-infrared region, 717 nanometers. Furthermore, the absorber maintains its absorption performance even when illuminated at wide angles up to 70 degrees. These properties make this absorber suitable for a variety of applications such as optical sensors, thermal emitters, and color imaging. This article was authored by Shimai Sait, K-Arma Mood, and Rohai Mubarak.