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首页> 外文会议>PRICAI'98 : Topics in artificial intelligence >The Layout Problem: Investigation and Aggregation of Artificial Intelligence and Optimization Techniques
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The Layout Problem: Investigation and Aggregation of Artificial Intelligence and Optimization Techniques

机译：布局问题：人工智能的调查与汇总及优化技术

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摘要

Various solution techniques and solution procedures for the facility layout problem are reviewed and compared on a basis of general characteristics, inputs, limitations and type of output. A computer system working in a tandem mode, combining artificial intelligence tool, with an improvement algorithm for solving cellular layout problems is presented. The system handles the qualitative and the quantitative aspects via a knowledge-based system and an improvement Simulated Annealing (SA) global optimization algorithm. The problem solving strategy is illustrated with a set of reasonable number of numerical examples under different boundary conditions.
机译：根据一般特性，投入，局限性和产出类型，对设施布局问题的各种解决方案技术和解决方案进行了审查和比较。提出了一种将人工智能工具与解决蜂窝布局问题的改进算法相结合的串联模式计算机系统。该系统通过基于知识的系统和改进的模拟退火（SA）全局优化算法来处理定性和定量方面的问题。通过在不同边界条件下的一组合理数量的数值示例来说明问题解决策略。

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  • 来源
  • 会议地点 Singapore(SG);Singapore(SG)
  • 作者

    Hamdy Elwany; Mohamed G. Abou-Ali; Nermeen A. Harraz;

  • 作者单位

    Alexandria University, College of Engineering, Production Engineering Department, Alexandria 21544, Egypt;

    Alexandria University, College of Engineering, Production Engineering Department, Alexandria 21544, Egypt;

    Alexandria University, College of Engineering, Production Engineering Department, Alexandria 21544, Egypt;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化系统理论;
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