Preference Reasoning in Constraint-based Systems
Preference Reasoning in Constraint-based Systems
批准号:
RGPIN-2016-05673
负责人:
Mouhoub, Malek
金额:
$1.6万
依托单位:
依托单位国家:
加拿大
项目类别:
Discovery Grants Program - Individual
财政年份:
2017
资助国家:
加拿大
项目状态:
已结题
起止时间:
2017-01-01 至 2018-12-31
中文摘要
约束和偏好共存于各种各样的现实世界问题中,包括调度、规划、车辆路线、资源分配和地理信息系统(GIS)应用。约束是指必须满足的问题需求,而偏好可以是定性的,也可以是定量的,反映了需要尽可能满足的愿望和选择。在一些应用中,如城市规划和机器人运动规划,这些约束和偏好可以是时间的,空间的或两者兼而有之。在后一种情况下,我们将不得不处理在时间和空间中占据给定位置的实体。时空数据可以是符号的,也可以是数字的,并且可以对应于多个细节层次。
英文摘要
Constraints and preferences co-exist in a wide variety of real world problems, including scheduling, planning, vehicle routing, resource allocation and Geographic Information Systems (GIS) applications. Constraints refer to problem requirements that must be met, while preferences can be either qualitative or quantitative and reflect desires and choices that need to be satisfied as much as possible. In some applications such as urban planning and robot motion planning, these constraints and preferences can be temporal, spatial or both. In this latter case, we will have to deal with entities occupying a given position in time and space. Spatio-temporal data can be symbolic or numeric and may correspond to multiple levels of detail.
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