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A generic simulation environment for heterogeneous agents. With applications in marketing and technological choice.

机译:异构代理的通用仿真环境。随着市场营销和技术选择的应用。

摘要

This monograph contributes to the methodology of Agent-based Computational Economics. First, we introduce a generic simulation framework suitable for agent-based simulations featuring the support of heterogeneous agents, hierarchical scheduling, and flexible specification of design parameters. For the latter, we use an XML-based format enabling the design of flexible models, with the possibility of varying both agent population and parameterization. Further, the tool allows the definition of communication channels to single agents, or groups thereof, and handles the information exchange. Both agents and communication channels can be added and removed at runtime. To handle the heterogeneity arising from both the agents' implementations and the underlying platforms, we introduce an XML-based wrapper technique for mapping the functionality of agents living in an interpreter-based environment to a standardized JAVA interface. Second, we present a collection of artificial economic actors to be used with this framework. Their interplay is demonstrated in two fields of management science: marketing and technological choice. In the field of marketing, the question of choosing the optimal segmentation techniques for market segmentation is investigated, comparing the performance of firm agents with diverse segmentation strategies in a highly customizable artificial consumer market. In the second application, we study the influence of technological efficiency and organizational inertia on the emergence of competition when firms decide myopically. We observe the competitive reaction of a former monopolist to the advent of a new competitor to assess when new, "disruptive" technologies cause the failure of incumbent firms and investigate simple defensive strategies. (author's abstract)
机译:该专着对基于主体的计算经济学的方法论做出了贡献。首先,我们介绍一个适用于基于代理的仿真的通用仿真框架,该框架具有异构代理的支持,分层调度和灵活的设计参数规范。对于后者,我们使用基于XML的格式来启用灵活模型的设计,并可能同时改变代理人数和参数设置。此外,该工具允许定义到单个代理或其组的通信通道,并处理信息交换。代理和通信通道都可以在运行时添加和删除。为了处理由代理的实现和基础平台引起的异构性,我们引入了一种基于XML的包装技术,用于将基于解释器的环境中的代理功能映射到标准化的JAVA接口。其次,我们提出了将与该框架一起使用的人为经济参与者的集合。它们的相互作用在管理科学的两个领域得到了证明:营销和技术选择。在市场营销领域,研究了为市场细分选择最佳细分技术的问题,并在高度可定制的人工消费市场中比较了具有多种细分策略的公司代理商的绩效。在第二个应用中,我们研究了企业近视决策时技术效率和组织惯性对竞争出现的影响。我们观察前垄断者对新竞争对手的出现所产生的竞争反应,以评估新的“破坏性”技术何时导致老牌企业破产,并研究简单的防御策略。 (作者的摘要)

著录项

  • 作者

    Meyer David;

  • 作者单位
  • 年度 2003
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
  • 中图分类

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