Bionic emergent system based on the complex system included nonlinear factor

This paper discusses the requirements for evolvability in complex systems as the natural life systems, using the nonlinear system factors as a cannonical example. Adaptive evolution or learning in such bionic emergent system via near mutant variants depends upon the structure of the corresponding “fitness landscape”. In coevolving systems, fitness landscapes themselves deform due to coupling between coevolving partners. Conditions for optimal coevolution may include tuning of landscape structure for the emergence of nonlinear components among the coadapting entities in the systems. These systems are necessary of the generation of emergent properties based on nonlinear behaviors. And so, this behaviors are consisted with nonlinear factors as limit-cycle or chaotic physical process