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Choice Processes in Multialternative Decision Making

机译:多方案决策中的选择过程

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We study how the mechanisms of choice influence preferences when animals face more than 2 alternatives simultaneously. Choice mechanisms can be hierarchical (if alternatives are assigned to categories by their similarity and choice is between categories) or simultaneous (if options enter the choice process individually, each with its own value). The latter, although simpler, can lead to counterintuitive outcomes because expressed preference between options depends not only on the kinds of options present but also on the number of exemplars within each kind, so that decision makers have a higher probability of picking an option of a given class when exemplars in this class are common. Higher preference for commoner options has indeed been shown in humans, and if present in animals, it would affect many choice domains, including prey and mate choice. We studied the problem using starlings making risk-sensitive choices. Subjects chose between a risky option and 1 (in binary choices) or 2 (in trinary choices) fixed options that were identifiable as distinct but were identical in reward rate and had no variance. Preference between the risky and each fixed option was unaltered between binary and trinary contexts, but subjects chose a higher proportion of the fixed kind when this was represented by 2 rather than 1 distinct food sources. This means subjects were objectively risk prone in binary and risk averse in trinary contexts. These results fit accounts based on learning principles, but contradict the expectations of functional models of choice, including risk-sensitivity theory.
机译:我们研究了当动物同时面对两种以上的选择时,选择机制如何影响偏好。选择机制可以是分层的(如果选择是通过相似性分配给类别的,并且选择是在类别之间),也可以是同时的(如果选项单独进入选择过程,每个选项都有自己的价值)。后者虽然简单,但却会导致违反直觉的结果,因为选择之间的明确偏好不仅取决于所存在的选择的种类,还取决于每种选择中的样本数量,因此决策者更有可能选择一种选择。给定班级,当此类中的样例很常见时。实际上,人类已经显示出对普通选项的更高偏好,如果存在于动物中,它将影响许多选择域,包括猎物和伴侣的选择。我们使用star鸟做出对风险敏感的选择来研究这个问题。受试者在一个风险选项和1个(在二元选择中)或2个(在三元选择中)固定选项之间进行选择,这些固定选项可识别为不同但奖励率相同且没有差异。在二元和三元环境中,风险选项与每个固定选项之间的偏好没有改变,但是当对象由2种而不是1种不同的食物来源表示时,受试者会选择较高比例的固定种类。这意味着对象在二元环境中客观上倾向于风险,在三元环境中则规避风险。这些结果符合基于学习原理的说明,但与包括风险敏感性理论在内的功能选择模型的预期相矛盾。

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