A decision on the truckload and less-than-truckload problem: An approach based on MCDA

Abstract The quantity and frequency of merchandise shipped from each distribution centre to each customer by Full Truckload (TL) and Less Than Truckload (LTL) represent important factors for distribution planning. The transport of smaller quantities leads to reduced costs associated with retailers' inventories but requires additional freight costs. In contrast, the transport of greater quantities with less frequency may reduce transport costs but increases inventory costs due to the need to maintain higher inventory levels. This decision is not easy because some criteria related to costs and to transit time may conflict, and many other important criteria that influence the choice of TL or LTL carriers are not easily quantifiable. This article proposes a Multi-Criteria Decision Analysis (MCDA) approach for structuring and appraising the transportation modes of a large and complex Joint Transportation and Inventory Problem (JTIP). Because this study is based on the Multi-Attribute Utility (MAUT), the proposed approach enables a robust analysis of the most suitable decision according to the preferences and risk aversion of the company's decision makers, considering a group of criteria that are evaluated simultaneously. Sensitivity analyses verify that incorporating utility functions is key to proposing a solution that is more personalised and aligned with the preferences and real concerns of decision makers. A case study is conducted for a telecommunications company to test the efficiency of the approach in real situations.

[1]  Xiaowei Xu,et al.  Multi-criteria decision making approaches for supplier evaluation and selection: A literature review , 2010, Eur. J. Oper. Res..

[2]  Robert S. Billings,et al.  Measures of compensatory and noncompensatory models of decision behavior: Process tracing versus policy capturing , 1983 .

[3]  Byron W. Keating,et al.  Best–Worst Scaling Approach to Predict Customer Choice for 3PL , 2011 .

[4]  Marco Cinelli,et al.  Analysis of the potentials of multi criteria decision analysis methods to conduct sustainability assessment , 2014 .

[5]  L.F. Ochoa,et al.  Evaluating distributed generation impacts with a multiobjective index , 2006, IEEE Transactions on Power Delivery.

[6]  Thomas L. Saaty,et al.  DECISION MAKING WITH THE ANALYTIC HIERARCHY PROCESS , 2008 .

[7]  Abraham Mendoza,et al.  Incorporating quantity discounts to the EOQ model with transportation costs , 2008 .

[8]  R E Evans,et al.  MOTOR CARRIERS' AND SHIPPERS' PERCEPTIONS OF THE CARRIER CHOICE DECISION , 1974 .

[9]  Jianliang Peng Selection of Logistics Outsourcing Service Suppliers Based on AHP , 2012 .

[10]  Ting Wu,et al.  A logistics network design model with vendor managed inventory , 2012 .

[11]  F. H. Barron,et al.  SMARTS and SMARTER: Improved Simple Methods for Multiattribute Utility Measurement , 1994 .

[12]  Thomas L. Saaty,et al.  Multicriteria Decision Making: The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation , 1990 .

[13]  S. F. P. Saramago,et al.  Multiobjective optimization techniques applied to engineering problems , 2010 .

[14]  James A. Constantin,et al.  Shipper Versus Carrier Perceptions of Carrier Selection Variables , 1978 .

[15]  Bacel Maddah,et al.  Integrated retail decisions with multiple selling periods and customer segments: Optimization and insights , 2015 .

[16]  M R Crum,et al.  A LONGITUDINAL ASSESSMENT OF MOTOR CARRIER-SHIPPER RELATIONSHIP TRENDS, 1990 VS. 1996 , 1997 .

[17]  William R. Darden,et al.  Freight transportation carrier selection criteria: Identification of service dimensions for competitive positioning , 1989 .

[18]  Luis G. Vargas,et al.  Reply to “remarks on the analytic hierarchy process” by J. S. Dyer , 1990 .

[19]  D J Harmatuck,et al.  MOTOR CARRIER COST FUNCTION COMPARISONS , 1992 .

[20]  Yeong-Dae Kim,et al.  Coordination of inventory and transportation managements in a two-level supply chain , 2010 .

[21]  Theodor J. Stewart,et al.  Multiple criteria decision analysis - an integrated approach , 2001 .

[22]  Chung-Yee Lee,et al.  A dynamic lot-sizing model with multi-mode replenishments: polynomial algorithms for special cases with dual and multiple modes , 2005 .

[23]  Michael Bruhn Barfod,et al.  An MCDA approach for the selection of bike projects based on structuring and appraising activities , 2012, Eur. J. Oper. Res..

[24]  Romeo Danielis,et al.  Logistics managers’ stated preferences for freight service attributes , 2005 .

[25]  Jose A. Ventura,et al.  Multi-criteria mathematical model for designing the distribution network of a consumer goods company , 2010, Comput. Ind. Eng..

[26]  E. Anderson,et al.  What drives the choice of a third party logistics provider , 2011 .

[27]  Thomas J. Page,et al.  Determining Important Carrier Attributes: A Fresh Perspective Using the Theory of Reasoned Action , 2006, Transportation Journal.

[28]  Matthias Ehrgott,et al.  Multiple criteria decision analysis: state of the art surveys , 2005 .

[29]  Kalyanmoy Deb,et al.  Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead , 2008, Manag. Sci..

[30]  Mary J. Meixell,et al.  A review of the transportation mode choice and carrier selection literature , 2008 .

[31]  Aysegül Toptal,et al.  Transportation pricing of a truckload carrier , 2011, Eur. J. Oper. Res..

[32]  Keith W. Hipel,et al.  Screening in multiple criteria decision analysis , 2008, Decis. Support Syst..

[33]  C. Kahraman,et al.  Fuzzy multi-attribute selection among transportation companies using axiomatic design and analytic h , 2005 .

[34]  Hamid Davoudpour,et al.  Two-echelon, multi-commodity supply chain network design with mode selection, lead-times and inventory costs , 2012, Comput. Oper. Res..

[35]  Jean-Sébastien Tancrez,et al.  A location-inventory model for large three-level supply chains , 2012 .

[36]  Paul Goodwin,et al.  Decision Analysis for Management Judgment , 1998 .

[37]  E. Teimoury,et al.  Integrated Freight Transportation Carrier Selection and Network Flow Assignment: Methodology and Case study , 2008 .

[38]  Ali Bozorgi-Amiri,et al.  A multi-objective model for locating distribution centers in a supply chain network considering risk and inventory decisions , 2013 .

[39]  M. A. Mcginnis,et al.  The relative importance of cost and service in freight transportation choice : before and after deregulation , 1990 .

[40]  Aicha Aguezzoul,et al.  Third-party logistics selection problem: A literature review on criteria and methods , 2014 .

[41]  Abraham Mendoza,et al.  Modeling actual transportation costs in supplier selection and order quantity allocation decisions , 2013, Oper. Res..

[42]  E. Bardi,et al.  MOTOR CARRIER SELECTION IN A DEREGULATED ENVIRONMENT , 1989 .

[43]  E. Forman,et al.  Aggregating individual judgments and priorities with the analytic hierarchy process , 1998, Eur. J. Oper. Res..

[44]  Audun Botterud,et al.  Use of the equivalent attribute technique in multi-criteria planning of local energy systems , 2009, Eur. J. Oper. Res..

[45]  Manoj Kumar Tiwari,et al.  Fuzzy goal programming for inventory management: A bacterial foraging approach , 2011, Eur. J. Oper. Res..

[46]  W. Nicholson Microeconomic theory: basic principles and extensions , 1972 .

[47]  Alessio Ishizaka,et al.  Multi-criteria Decision Analysis: Methods and Software , 2013 .

[48]  Pierre Ladet,et al.  A nonlinear multiobjective approach for the supplier selection, integrating transportation policies , 2007 .

[49]  Ali Emrouznejad,et al.  Multi-criteria logistics distribution network design using SAS/OR , 2009, Expert Syst. Appl..

[50]  Paul R. Murphy,et al.  Carrier selection: Do shippers and carriers agree, or not? , 1997 .

[51]  Chin-Shan Lu The impact of carrier service attributes on shipper–carrier partnering relationships: a shipper’s perspective , 2003 .

[52]  Gilberto Montibeller,et al.  Decision and risk analysis for the evaluation of strategic options , 2007 .

[53]  Michael S. Garver,et al.  Carrier Selection: Understanding the Needs of Less-than-Truckload Shippers , 2013 .