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cuopt-routing-formulation
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Original
English
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Chinese
Routing Formulation
路径规划模型构建
Domain concepts for vehicle routing. No API or interface details here.
车辆路径规划的领域概念介绍。此处不涉及API或接口细节。
What is routing
什么是路径规划
TSP
: Single vehicle, visit all locations once (e.g. shortest tour).
VRP
: Multiple vehicles, capacity and/or time limits; assign orders to vehicles and sequence stops.
PDP
: Pickup and delivery pairs; pickup must be visited before the corresponding delivery.
TSP
:单车辆,遍历所有地点一次(例如最短路径)。
VRP
:多车辆,存在容量和/或时间限制;需将订单分配给车辆并规划停靠顺序。
PDP
:取货与送货配对;取货必须在对应送货之前完成。
Required questions (problem and data)
需明确的问题(问题与数据层面)
Ask these if not already clear:
Problem type
— TSP, VRP, or PDP?
Locations
— How many? Depot(s)? Cost or distance between pairs (matrix or derived)?
Orders / tasks
— Which locations must be visited? Demand or service per stop?
Fleet
— Number of vehicles, capacity per vehicle (and per dimension if multiple), start/end locations?
Constraints
— Time windows (earliest/latest arrival), service times, precedence (order A before B)?
若以下信息不明确,请确认:
问题类型
——是TSP、VRP还是PDP?
地点
——数量多少?是否有仓库?地点间的成本或距离(矩阵形式或推导得出)?
订单/任务
——哪些地点必须访问?每个停靠点的需求或服务内容?
车队
——车辆数量、单辆车的容量(若为多维度则需各维度容量)、起始/结束地点?
约束条件
——时间窗口(最早/最晚到达时间)、服务时长、优先级(A任务需在B任务之前完成)?
Typical data
典型数据
Cost or distance matrix (or travel-time matrix).
Order locations and, for VRP, demand per order.
Vehicle capacities and optional time windows for vehicles and orders.
成本或距离矩阵(或行程时间矩阵)。
订单地点,以及VRP场景下的每单需求。
车辆容量,以及车辆和订单的可选时间窗口。