Towards the evolutionary emergence of increasingly complex advantageous behaviours

摘要: The generation of complex entities with advantageous behaviours beyond our manual design capability requires long-term incremental evolution continuing emergence. In this paper, we argue that artificial selection models, such as traditional genetic algorithms, are fundamentally inadequate for goal. Existing natural systems evaluated, revealing both significant achievements and pitfalls. Thus, some requirements the perpetuation evolutionary emergence established. An (artificial) environment containing simple virtual autonomous organisms neural controllers has been created to satisfy these aid in development an accompanying theory Resulting reported alongside their correlates. a particular example, collective behaviour one species provides selective force which is overcome by another species, demonstrating via natura...