Understanding the evolutionary dynamics and adaptation of complex networks
作者
Alireza Abbasi
出处
期刊:International Conference on Behavioral, Economic, and Socio-Cultural Computing日期:2014-10-01卷期号:43: 1-7
标识
DOI:10.1109/besc.2014.7059516
摘要
This study aims to explore the co-evolutionary processes of network structure and state for examining the evolutionary dynamic and adaptation of networks. The study addresses several major areas of network research: network structure dynamics (ie., the longitudinal study of network structure); network evolution mechanisms (ie, variation, selection, retention); actors' attachment logics (ie, cumulative advantage, embedding, multi-connectivity, homophily); and self-organized network behaviour. Theories and hypotheses from the intersection of network theories, evolutionary theories and complex adaptive systems are drawn and synthesized Finally the co-evolution of local dynamics versus global dynamics of networks over time has been explored through proposing a research framework.