This paper discusses the development of a Symbiotic Organisms Search Algorithm (SOS) variant. called Adaptive Fuzzy SOS (FSOS). Like SOS. FSOS exploits three types of symbiosis operators namely mutualism. https://myjapanesehomers.shop/product-category/lamps/