Adopting gene expression programming to generate extension strategies for incompatible problem
作者: Long TangChunyan YangWeihua Li
作者单位: 1Guangdong University of Technology
刊名: Neural Computing and Applications, 2017, Vol.28 (9), pp.2649-2664
来源数据库: Springer Journal
DOI: 10.1007/s00521-016-2211-1
关键词: Problem solvingIncompatible problemGEPESGMOperation of extension transformations
英文摘要: Exploring solving strategies for incompatible problem is a challenging task. Although extension strategy generating method (ESGM) can address incompatible problem by expanding reasoning and extension transformations, the solving process often suffers a combination explosion of computational cost. In order to overcome this shortcoming, a new approach to performing extension transformations based on gene expression programming (GEP) is proposed. The method is able to establish superior operations of extension transformations heuristically and iteratively, which avoids the combination explosion effectively. In order to make GEP adapt to such applying requirement, chromosome architecture, decoding mode, individual selection and convergence criteria are restudied. The proposed method is...
原始语种摘要: Exploring solving strategies for incompatible problem is a challenging task. Although extension strategy generating method (ESGM) can address incompatible problem by expanding reasoning and extension transformations, the solving process often suffers a combination explosion of computational cost. In order to overcome this shortcoming, a new approach to performing extension transformations based on gene expression programming (GEP) is proposed. The method is able to establish superior operations of extension transformations heuristically and iteratively, which avoids the combination explosion effectively. In order to make GEP adapt to such applying requirement, chromosome architecture, decoding mode, individual selection and convergence criteria are restudied. The proposed method is...
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来源刊物:
影响因子:1.168 (2012)

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关键词翻译
关键词翻译
  • problem 题目
  • solving 求解
  • incompatible 不相容的
  • extension 延长
  • programming 程序设计
  • proposed 建议的
  • applying 施加
  • expression 表示
  • often 往往
  • selection 选择