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Ant Systems of Optimization: Introduction and Review of Applications

机译:优化的蚂蚁系统:应用程序的介绍和回顾

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This paper overviews origin and some applications of ant system of optimization. Ants live in colonies. The colony can be regarded as a multi-agent organization where each agent performs independently as governed by goal of colony survival.. On observing the behavior of ants, Ant-Algorithm was proposed. The ant algorithms have been extensively studied by European researchers. These algorithms have successfully been applied to solving many complex combinatorial optimization problems. This paper reviews the applications of ant system of optimization to travelling salesman problem, water resource problems and problems related to engineering and science.
机译:本文概述了蚁群优化的起源和一些应用。蚂蚁生活在殖民地。可以将殖民地视为一个多主体组织,其中每个主体都按照殖民地生存的目标独立执行。在观察蚂蚁的行为时,提出了蚁群算法。蚂蚁算法已被欧洲研究人员广泛研究。这些算法已成功应用于解决许多复杂的组合优化问题。本文综述了蚁群优化算法在旅行商问题,水资源问题以及与工程和科学有关的问题中的应用。

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    Shipra; Priyanka; Vibha Agagrwal;

  • 作者单位

    'Department of Applied Sciences, College of Engineering and Management, Punjabi University Neighbourhood Campus, Rampuraphul, Punjab, India;

    'Department of Applied Sciences, College of Engineering and Management, Punjabi University Neighbourhood Campus, Rampuraphul, Punjab, India;

    Department of Electronics and Communication Engineering, College of Engineering and Management, Punjabi University Neighbourhood Campus, Rampuraphul, Punjab, India;

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  • 入库时间 2022-08-17 23:59:45

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