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STUDYING COMPLEX ADAPTIVE SYSTEMS 被引量:50
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作者 john h.holland 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2006年第1期1-8,共8页
Complex adaptive systems (cas) - systems that involve many components that adapt or learn as they interact - are at the heart of important contemporary problems. The study of cas poses unique challenges: Some of ou... Complex adaptive systems (cas) - systems that involve many components that adapt or learn as they interact - are at the heart of important contemporary problems. The study of cas poses unique challenges: Some of our most powerful muthemutical tools, particularly methods involivng fixed points, attractors, and the like, are of limited help in understanding the development of cas. This paper suggests ways to modify research methods and tools, with an emphasis on the role of computer-based models, to increase our understanding of cas. 展开更多
关键词 Agent-based systems classifier systems complex adaptive systems computer-based models credit assignlnent genetic algorithms PARALLELISM rule discovery signal-passing tags.
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