Bioinspired optimization algorithms have been widely used to solve various scientific and engineering problems. Inspired by biological lifecycle. this paper presents a novel optimization algorithm called lifecycle-based swarm optimization (LSO). Biological lifecycle includes four stages: birth. https://pinkscherryers.shop/product-category/thrusting/