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Selection of industrial robots using the Polygons area method

Mortaza Honarmande Azimi, Houshang Taghizadeh, Nasser Fegh-hi Farahmand, Jafar Pourmahmoud

发表年份
2014
引用次数
24
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摘要

Selection of robots from the several proposed alternatives is a very important and tedious task. Decision makers are not limited to one method and several methods have been proposed for solving this problem. This study presents Polygons Area Method (PAM) as a multi attribute decision making method for robot selection problem. In this method, the maximum polygons area obtained from the attributes of an alternative robot on the radar chart is introduced as a decisionmaking criterion. The results of this method are compared with other typical multiple attribute decision-making methods (SAW, WPM, TOPSIS, and VIKOR) by giving two examples. To find similarity in ranking given by different methods, Spearman's rank correlation coefficients are obtained for different pairs of MADM methods. It was observed that the introduced method is in good agreement with other well-known MADM methods in the robot selection problem.

关键词

Selection (genetic algorithm)RobotComputer scienceMathematicsArtificial intelligenceMathematical optimization

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