Convergence of Vectors in Paired Comparison-based Interactive Differential Evolution for Creating Scent
Convergence of Vectors in Paired Comparison-based Interactive Differential Evolution for Creating Scent
复制标题
DOI：
10.1109/3pgcic.2010.74
复制
发表时间：
2010-11
期刊：
影响因子：
--
通讯作者：
M. Fukumoto;Yusuke Imamura;M. Inoue;Jun-ichi Imai
中科院分区：
文献类型：
--
作者：
M. Fukumoto;Yusuke Imamura;M. Inoue;Jun-ichi Imai
创造适合每个用户的气味，将有助于更有效地进行芳香疗法，并在日常生活中使用气味。我们已经提出了创造用户气味的交互差异进化(IDE)，并演示了气味的进化。在该方法中，两种气味之间的简单配对比较对应于一般差异进化(DE)中目标向量和试验向量之间的比较。然而，在所提出的方法中，没有对DE的矢量进行详细的观察。本文研究了该方法中DE向量的变化和收敛问题。该研究将有助于开发更有效的集成开发环境算法。
Creation of scent suited to each user will contribute for more efficient aromatherapy and use of scent in daily life. We have already proposed Interactive Differential Evolution (IDE) that creates user scent and have demonstrated the evolution of scent. In the proposed method, simple paired comparison between two scents was corresponded to comparison between target and trial vectors in general Differential Evolution (DE). However, detail observation of DE’s vector in the proposed method was not performed. This study investigated change and convergence of DE vectors in the proposed method. The investigation will contribute to develop more effective algorithm of IDE.