The Life Algorithm

You are a young programmer, tasked with developing an AI algorithm to simulate natural selection in a society of digital organisms. Use your programming skills and logical thinking to design algorithms that ensure survival, evolution, and optimization. As you progress, you will encounter new challenges and constraints, pushing the boundaries of what is possible in complex adaptive systems.