A Framework for the Local Information Dynamics of Distributed Computation in Complex Systems

A Framework for the Local Information Dynamics of Distributed Computation in Complex Systems
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DOI:
10.1007/978-3-642-53734-9_5
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发表时间:
2014-01-01
期刊:
GUIDED SELF-ORGANIZATION: INCEPTION
影响因子:
--
通讯作者:
Zomaya, Albert Y.
Zomaya, Albert Y.
中科院分区:
其他
文献类型:
--
作者:
Lizier, Joseph T.;Prokopenko, Mikhail;Zomaya, Albert Y.

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分布式计算的本质一直是复杂系统科学、物理学、人工生命和生物信息学的研究热点。特别是,涌现的复杂行为经常从系统内计算的角度来描述(Mitchell 1998 b,a),并被假设与支持通用计算的能力有关(兰顿1990; Wolfram 1984 c; Casti 1991)。
The nature of distributed computation has long been a topic of interest in complex systems science, physics, artificial life and bioinformatics. In particular, emergent complex behavior has often been described from the perspective of computation within the system (Mitchell 1998b,a) and has been postulated to be associated with the capability to support universal computation (Langton 1990; Wolfram 1984c; Casti 1991).