Department of Electronics and Computer Engineering, University of Cagliari, Cagliari, 09123, Italy.
Department of Mathematics and Computer Science, University of Cagliari, Cagliari, 09123, Italy.
Sci Rep. 2017 May 11;7(1):1781. doi: 10.1038/s41598-017-01955-2.
Innovation is a key ingredient for the evolution of several systems, including social and biological ones. Focused investigations and lateral thinking may lead to innovation, as well as serendipity and other random discovery processes. Some individuals are talented at proposing innovation (say innovators), while others at deeply exploring proposed novelties, at getting further insights on a theory, or at developing products, services, and so on (say developers). This separation in terms of innovators and developers raises an issue of paramount importance: under which conditions a system is able to maintain innovators? According to a simple model, this work investigates the evolutionary dynamics that characterize the emergence of innovation. In particular, we consider a population of innovators and developers, in which agents form small groups whose composition is crucial for their payoff. The latter depends on the heterogeneity of the formed groups, on the amount of innovators they include, and on an award-factor that represents the policy of the system for promoting innovation. Under the hypothesis that a "mobility" effect may support the emergence of innovation, we compare the equilibria reached by our population in different cases. Results confirm the beneficial role of "mobility", and the emergence of further interesting phenomena.
创新是包括社会和生物系统在内的几个系统进化的关键因素。有针对性的调查和横向思维可能会带来创新,也可能会带来意外的发现过程。有些人擅长提出创新(比如创新者),而有些人则擅长深入探索提出的新颖性,深入了解理论,或者开发产品、服务等(比如开发者)。这种创新者和开发者之间的分离提出了一个至关重要的问题:在什么条件下,一个系统能够保持创新者?根据一个简单的模型,这项工作研究了特征化创新出现的进化动力学。具体来说,我们考虑了一个由创新者和开发者组成的群体,其中的个体组成小团体,其组成对于他们的收益至关重要。后者取决于形成的群体的异质性,取决于他们所包含的创新者数量,以及一个代表系统促进创新的政策的奖励因素。在假设“流动性”效应可能支持创新出现的假设下,我们比较了我们的群体在不同情况下达到的平衡。结果证实了“流动性”的有益作用,并出现了进一步有趣的现象。