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人类在图形式和导航式旅行商问题中的表现比较。

A comparison of human performance in figural and navigational versions of the traveling salesman problem.

机构信息

Department of Psychology, University of San Diego, 5998 Alcala Park, San Diego, CA, 92110, USA,

出版信息

Psychol Res. 2013 Nov;77(6):761-72. doi: 10.1007/s00426-012-0470-8. Epub 2012 Dec 25.

DOI:10.1007/s00426-012-0470-8
PMID:23266576
Abstract

Performance on a typical pen-and-paper (figural) version of the Traveling Salesman Problem was compared to performance on a room-sized navigational version of the same task. Nine configurations were designed to examine the use of the nearest-neighbor (NN), cluster approach, and convex-hull strategies. Performance decreased with an increasing number of nodes internal to the hull, and improved when the NN strategy produced the optimal path. There was no overall difference in performance between figural and navigational task modalities. However, there was an interaction between modality and configuration, with evidence that participants relied more heavily on the NN strategy in the figural condition. Our results suggest that participants employed similar, but not identical, strategies when solving figural and navigational versions of the problem. Surprisingly, there was no evidence that participants favored global strategies in the figural version and local strategies in the navigational version.

摘要

将纸笔版(图形)旅行商问题与同任务的房间大小导航版的表现进行了比较。设计了 9 种配置来检验最近邻(NN)、聚类方法和凸壳策略的使用情况。随着壳内节点数量的增加,性能下降,而 NN 策略产生最优路径时,性能提高。图形和导航任务模式之间的性能没有总体差异。然而,模式和配置之间存在交互作用,有证据表明参与者在图形条件下更依赖 NN 策略。我们的结果表明,参与者在解决图形和导航版本的问题时使用了相似但不相同的策略。令人惊讶的是,没有证据表明参与者在图形版本中更喜欢全局策略,而在导航版本中更喜欢局部策略。

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本文引用的文献

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Let the pigeon drive the bus: pigeons can plan future routes in a room.让鸽子开巴士:鸽子可以在房间里规划未来的路线。
Anim Cogn. 2012 May;15(3):379-91. doi: 10.1007/s10071-011-0463-9. Epub 2011 Oct 1.
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Route selection by rats and humans in a navigational traveling salesman problem.大鼠和人类在航海旅行商问题中的路径选择。
Anim Cogn. 2012 Mar;15(2):239-50. doi: 10.1007/s10071-011-0449-7. Epub 2011 Sep 17.
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Route selection by pigeons (Columba livia) in "traveling salesperson" navigation tasks presented on an LCD screen.
在解决欧几里得旅行商问题时识别交叉避免启发式违反情况。
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Planning paths to multiple targets: memory involvement and planning heuristics in spatial problem solving.规划通往多个目标的路径:空间问题解决中的记忆参与和规划启发法
Psychol Res. 2009 Sep;73(5):644-58. doi: 10.1007/s00426-008-0181-3. Epub 2008 Nov 8.
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Pigeons and people select efficient routes when solving a one-way "traveling salesperson" task.鸽子和人类在解决单向“旅行商”任务时会选择高效路线。
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Performance of pigeons (Columba livia) on maze problems presented on the LCD screen: in search for preplanning ability in an avian species.鸽子(家鸽)在液晶显示屏上呈现的迷宫问题中的表现:探寻鸟类的预先规划能力。
J Comp Psychol. 2006 Nov;120(4):358-66. doi: 10.1037/0735-7036.120.4.358.
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Convex hull or crossing avoidance? Solution heuristics in the traveling salesperson problem.凸包还是避免交叉?旅行商问题的求解启发式方法。
Mem Cognit. 2004 Mar;32(2):260-70. doi: 10.3758/bf03196857.
9
The roles of the convex hull and the number of potential intersections in performance on visually presented traveling salesperson problems.凸包和潜在交点数量在视觉呈现的旅行商问题表现中的作用。
Mem Cognit. 2003 Oct;31(7):1094-104. doi: 10.3758/bf03196130.
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Human performance on visually presented Traveling Salesman problems.人类在视觉呈现的旅行商问题上的表现。
Psychol Res. 2001;65(1):34-45. doi: 10.1007/s004260000031.