ISEN 601 Location Logistics Dr. Gary M. Gaukler Fall 2011 Facility Location and SCM • Goal of supply chain management: Produce and distribute • the right quantities • to the right locations • at the right time while minimizing system wide costs and satisfying customer service level requirements Facility Location and SCM • SCM encompasses: – Financial transactions – Physical storage & transportation – Information management • Supply chain flows: • We are mostly concerned with the physical flows in this course Facility Location and SCM • Generic sample supply chain: Facility Location and SCM • In this course: Facility location = Location of distribution facilities • e.g.: where to place a new DC in continental US? • Hence we will talk about demand at a facility, and the facility’s distance to the customer etc. Facility Location and SCM • Facility Location plays an important role in designing the supply chain: – Where to place plants, warehouses, etc. • Supply chain designs change: – New markets – Changes in customer demand – New technologies Facility location is an important and recurring activity! ProLogis: Industrial Real Estate Aside: ProLogis Facility Location • What metrics do we use? How do we decide whether one location is better than another? • Hard Soft Facility Location • In our mathematical analyses, we will disregard the soft factors – Use soft factors ahead of time to pare down the candidate set, or – Use soft factors to decide among multiple solutions • It’s important to understand that our mathematical methods are just one tool that should be used to do facility location – Our methods do not provide the answer • Examples: – Google server farm location – Toyota truck assembly plant location Facility Location • So why bother with quantitative models at all? Facility Location - Tradeoffs • Number of facilities vs. response time Facility Location - Tradeoffs • Number of facilities vs. inventory cost Facility Location - Tradeoffs • Number of facilities vs. transportation cost Setup of a Facility Location Problem • Locate new facilities • Considering: – Interaction with existing facilities – Customer demands – Customer locations – Potential locations of new facilities – Capacity considerations • Focus on “where to put the new facility” Classes of Facility Location Problems • Continuous Location Models – Customers anywhere on plane – New facilities anywhere on plane – Demand point = aggregated area demand – Distance calculations important • Euclidean distance • Rectilinear distance – In general, “quick and dirty” models Classes of Facility Location Problems • Continuous Location Models – Single Facility Minisum • Minimize sum of weighted distances from NF to customers – Single Facility Minimax • Minimize maximum weighted distance from NF to customers Classes of Facility Location Problems • Continuous Location Models – Multi-facility Minisum • Like SFMS, but place more than one NF – Location-Allocation • Like MFMS, but also determine optimal interaction between NFs Classes of Facility Location Problems • Network Location Models – Customers are on network nodes – NFs located on network nodes – Distances implicitly given by network – Network = tree or general network – Types of models: • Covering (“each customer is within 2 hours of a warehouse”) • Center (~ minimax principle) • Median (~ minisum principle) Classes of Facility Location Problems • Discrete Location Models – Uncapacitated / capacitated warehouse location models – Candidate NF locations – Facilities can split demand – Cost of opening warehouse vs. service coverage Single Facility Minisum • Ex: locating a machine in a shop, locating a warehouse in a sales region • Objective: minimize total cost – Total cost depends on location of NF • Notation: – m existing facilities, with facility j located at Pj = (aj, bj) – X location of NF, X = (x,y) Single Facility Minisum • Notation: – tj = number trips per month between j and NF – vj = avg velocity between j and NF – cj = cost of transportation per unit time – d(X,Pj) = distance between j and NF • So, monthly cost of moving material between j and NF is: Single Facility Minisum • Define: – Weight wj = cost of interaction per unit distance • So, total cost is: • Goal: