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首页> 外文期刊>Pesquisa Operacional >EVALUATION OF FLEXIBLE AND INTERACTIVE TRADEOFF METHOD BASED ON NUMERICAL SIMULATION EXPERIMENTS
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EVALUATION OF FLEXIBLE AND INTERACTIVE TRADEOFF METHOD BASED ON NUMERICAL SIMULATION EXPERIMENTS

机译:基于数值模拟实验的柔性交互式权衡方法评价

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摘要

The Flexible and Interactive Tradeoff (FITradeoff) method is a multicriteria decision making/aiding (MCDM/A) method that uses partial information about the decision maker’s (DM’s) preferences in order to build a recommendation. This method preserves the strong axiomatic structure of the traditional tradeoff procedure, with an interactive and flexible process that demands less cognitive effort from the DM. Although FITradeoff has already been applied for aiding several practical decision situations, there is no previous study that tests the performance of this method with respect to expected theoretical benefits such as time and effort reduction. In this context, this paper presents the results of a simulation experiment that aims to analyze the behavior of FITradeoff in a wide range of scenarios. Computational constraints were identified in the simulation process, such as the number of simulations for each iteration. Despite the memory limitation of the software used, the number of total simulations performed was greater than what is commonly found in literature. We investigate how the performance of FITradeoff can be affected by changes in number of criteria, number of alternatives and weight pattern, and therefore it is possible to have a deeper understanding of the method and its main features. Therefore, this work focuses on studying, through simulations, the behavior of the multicriteria method FITradeoff, developed by De Almeida et al. (2016), filling a lack in the literature by analyzing said method in a wide array of scenarios by a simulation process in order to bring a better understanding of the method, as well as to validate it in a simulation study.
机译:灵活,互动权衡(FITradeoff)方法是一个多目标决策/辅助(MCDM / A)方法,以建立一个建议有关决策者(DM的)优先使用的部分信息。此方法保留了传统的权衡过程的强公理结构,具有互动性和灵活的过程从DM是需求较少的认知努力。虽然FITradeoff已经申请协助一些实际情况决定,没有以前的研究,测试这种方法相对于预期的理论优势,如时间和精力限制的执行。在此背景下,本文提出了一个模拟实验的结果,其目的是分析各种场景FITradeoff的行为。计算约束在模拟过程中进行鉴定,如模拟对于每次迭代的数目。尽管所使用的软件的内存限制,执行的总模拟次数比什么文学中常见的更大。我们研究如何FITradeoff的性能可以通过在标准,替代品和体重模式的数数变化的影响,因此可能有更深的方法,其主要特点的理解。因此,今年工作重点放在研究,通过模拟,多目标方法FITradeoff的行为,由De Almeida等人开发。 (2016),并填充在缺乏在通过分析所述文献方法在由模拟处理的各种各样的方案,以便使一个更好的方法的理解,以及以验证它在一个模拟研究。
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