A review of applications of Analytic Hierarchy Process in operations management

The purpose of this paper is to review the literature on the applications of the Analytic Hierarchy Process (AHP) in operations management and suggest possible gaps from the point of view of researchers and practitioners. This paper systematically categorises the published literature from 1990 to 2009 in 291 peer reviewed journals articles (searched via Emerald, Ingenta, MetaPress, ProQuest, and ScienceDirect) and then reviews and analyses them methodologically. Our analysis has revealed that a significant number of AHP applications are found when problems require considerations of both quantitative and qualitative factors (e.g., socioeconomic operations decisions). AHP has been largely applied to macro (complex and real) and people (managerial–subjective) oriented problems. The most addressed decision themes are product and process design and, managing the supply chain. A majority of AHP applications are application or case study oriented and only a few papers aimed at contributing to AHP modelling before applying to practical problems. Our review has found that significant research gap exists in the application of AHP in the areas of forecasting, layout of facilities and managing stocks. This paper presents a comprehensive listing of AHP applications in operations management and develops a framework for identifying the decision areas that have better research gaps to be studied by future researchers.

[1]  Byoungju Choi,et al.  Optimization models for quality and cost of modular software systems , 1999, Eur. J. Oper. Res..

[2]  B. K. Ghosh,et al.  A Comparative Analysis for the Justification of Future Manufacturing Systems , 1991 .

[3]  Josef Jablonsky,et al.  Measuring the efficiency of production units by AHP models , 2007, Math. Comput. Model..

[4]  Hassan Abdalla,et al.  A hybrid approach for machining process optimization using multiple experts data , 1999 .

[5]  Jonathan Burton,et al.  Application of Analytical Hierarchy Process in Operations Management , 1990 .

[6]  Brian G. Kingsman,et al.  Vendor rating for an entrepreneur development programme: a case study using the analytic hierarchy process method , 1999, J. Oper. Res. Soc..

[7]  Wen-Chyuan Chiang,et al.  A decision support framework for internal audit prioritization in a rental car company: A combined use between DEA and AHP , 2009, Eur. J. Oper. Res..

[8]  Markku Tuominen,et al.  An analytic approach to supply chain development , 2001 .

[9]  Christian N. Madu,et al.  Implementing supply chain quality management , 2008 .

[10]  Markku Tuominen,et al.  An analytic hierarchy process-based approach to the strategic management of logistic service: An empirical study in the mechanical forest industry , 1998 .

[11]  Ludo Gelders,et al.  A swift response framework for measuring the strategic fit for a horizontal collaborative initiative , 2009 .

[12]  Mohammad Karamouz,et al.  Developing a master plan for hospital solid waste management: a case study. , 2007, Waste management.

[13]  Félix Antonio Cortés-Aldana,et al.  University objectives and socioeconomic results: A multicriteria measuring of alignment , 2009, Eur. J. Oper. Res..

[14]  V. M. Rao Tummala,et al.  An application of the AHP in vendor selection of a telecommunications system , 2001 .

[15]  Thomas L. Saaty,et al.  The analytic hierarchy process and human resource allocation: Half the story , 2007, Math. Comput. Model..

[16]  Gulay Barbarosoglu,et al.  A decision support model for customer value assessment and supply quota allocation , 2000 .

[17]  S. B. Kim,et al.  FORECASTING THE CAPABILITIES OF THE KOREAN CIVIL AIRCRAFT INDUSTRY , 1993 .

[18]  Kwai-Sang Chin,et al.  Key success factors of strategic sourcing: An empirical study of the Hong Kong toy industry , 2007, Ind. Manag. Data Syst..

[19]  Saul I. Gass,et al.  The Analytic Hierarchy Process - An Exposition , 2001, Oper. Res..

[20]  Seow Eng Ong,et al.  Singapore residential market , 1996 .

[21]  S Grant-Muller,et al.  Incorporating equity considerations in transport infrastructure evaluation: Current practice and a proposed methodology. , 2009, Evaluation and program planning.

[22]  Weijun Xia,et al.  Supplier selection with multiple criteria in volume discount environments , 2007 .

[23]  Armin Scholl,et al.  Solving multiattribute design problems with analytic hierarchy process and conjoint analysis: An empirical comparison , 2005, Eur. J. Oper. Res..

[24]  Taho Yang,et al.  Systematic layout planning: a study on semiconductor wafer fabrication facilities , 2000 .

[25]  Madjid Tavana,et al.  Total Quality Index: A Benchmarking Tool for Total Quality Management , 2003 .

[26]  Taho Yang,et al.  A hierarchical AHP/DEA methodology for the facilities layout design problem , 2003, Eur. J. Oper. Res..

[27]  M. K. Ahsan,et al.  Monitoring healthcare performance by analytic hierarchy process: a developing‐country perspective , 2004 .

[28]  Da Ruan,et al.  Integrating data envelopment analysis and analytic hierarchy for the facility layout design in manufacturing systems , 2006, Inf. Sci..

[29]  R Ramanathan,et al.  A note on the use of the analytic hierarchy process for environmental impact assessment. , 2001, Journal of environmental management.

[30]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[31]  William J. Kolarik,et al.  Strategic planning in manufacturing systems: AHP application to an equipment replacement decision , 1995 .

[32]  Christopher O'Brien,et al.  Design of the decision process for strategic investment in advanced manufacturing systems , 1993 .

[33]  Osman Turan,et al.  Analytical investigation of marine casualties at the Strait of Istanbul with SWOT–AHP method , 2009 .

[34]  Josu Takala,et al.  Competitiveness of Chinese high-tech manufacturing companies in global context , 2009, Ind. Manag. Data Syst..

[35]  Thomas L. Saaty,et al.  Forecasting the resurgence of the US economy in 2001: an expert judgment approach , 2002 .

[36]  Young Hoon Kwak,et al.  Analyzing project management research: Perspectives from top management journals , 2009 .

[37]  Madjid Tavana,et al.  Quest 123: a benchmarking system for technology assessment at NASA , 2004 .

[38]  Stephen O. Ogunlana,et al.  Petroleum pipeline construction planning: a conceptual framework , 1996 .

[39]  Júlíus Sólnes,et al.  Environmental quality indexing of large industrial development alternatives using AHP , 2003 .

[40]  Saonee Sarker,et al.  Assessing the relative contribution of the facets of agility to distributed systems development success: an Analytic Hierarchy Process approach , 2009, Eur. J. Inf. Syst..

[41]  M. M. Kablan,et al.  Decision support for energy conservation promotion:: an analytic hierarchy process approach , 2004 .

[42]  M. Yurdakul,et al.  AHP approach in the credit evaluation of the manufacturing firms in Turkey , 2004 .

[43]  M. Ramachandran,et al.  Application of multi-criteria decision making to sustainable energy planning--A review , 2004 .

[44]  Umit Bititci,et al.  Quantitative models for performance measurement system , 2000 .

[45]  Ernest H. Forman,et al.  Promoting shared health care decision making using the analytic hierarchy process , 1999 .

[46]  Dongping Fang,et al.  Safety Risk Identification and Assessment for Beijing Olympic Venues Construction , 2008 .

[47]  Hokey Min,et al.  Dynamic benchmarking of hotel service quality , 2002 .

[48]  Adedeji B. Badiru,et al.  DDM: Decision support system for hierarchical dynamic decision making , 1993, Decis. Support Syst..

[49]  Z. Babic,et al.  Ranking of enterprises based on multicriterial analysis , 1998 .

[50]  Wen-Hsien Tsai,et al.  Dynamic pricing and revenue management process in Internet retailing under uncertainty: An integrated real options approach , 2009 .

[51]  Felix T.S. Chan,et al.  A hybrid genetic algorithm for production and distribution , 2005 .

[52]  William C. Wedley,et al.  Maintenance management – an AHP application for centralization/decentralization , 2004 .

[53]  E. Chan,et al.  The Analytic Hierarchy Process (AHP) Approach for Assessment of Urban Renewal Proposals , 2008 .

[54]  Tarek Zayed,et al.  Best-Value Model Based on Project Specific Characteristics , 2008 .

[55]  L. Fortuin,et al.  Stocking strategy for service parts : a case study , 2000 .

[56]  Anand Teltumbde,et al.  A framework for evaluating ERP projects , 2000 .

[57]  Homer Rahnejat,et al.  Use of analytic hierarchy process approach in classification of push, pull and hybrid push‐pull systems for production planning , 1998 .

[58]  Ramesh Sharda,et al.  Using the analytic hierarchy process in water resources planning: Selection of flood control projects , 1991 .

[59]  Kamal M. Al‐Subhi Al‐Harbi,et al.  Application of the AHP in project management , 2001 .

[60]  Christian Stummer,et al.  Research and development project selection and resource allocation: a review of quantitative modelling approaches , 1999 .

[61]  Farideh Delavari-Edalat,et al.  Decision support system for monitoring environmental-human interactions , 2009, Environmental monitoring and assessment.

[62]  Athakorn Kengpol,et al.  The development of a decision support tool for the selection of advanced technology to achieve rapid product development , 2001 .

[63]  Astrid Oddershede,et al.  Rural development decision support using the Analytic Hierarchy Process , 2007, Math. Comput. Model..

[64]  Sung Chul Kim,et al.  Determining Multi-Criteria Priorities in the Planning of Electric Power Generation: The Development of an Analytic Hierarchy Process for Using the Opinions of Experts , 2004 .

[65]  Young-Gul Kim,et al.  A CRM performance measurement framework: Its development process and application , 2009 .

[66]  Kaoru Tone,et al.  A comparative site evaluation study for relocating Japanese government agencies out of Tokyo , 2003 .

[67]  Petroni Alberto,et al.  The Logistics of Industrial Location Decisions: An Application of the Analytic Hierarchy Process Methodology , 2000 .

[68]  S. G. Deshmukh,et al.  Evaluating manufacturing strategy for a learning organization: a case , 1999 .

[69]  Pekka J. Korhonen,et al.  Finding the most preferred alliance structure between banks and insurance companies , 2006, Eur. J. Oper. Res..

[70]  P. Balachandra,et al.  Barriers to energy efficiency in small industry clusters: Multi-criteria-based prioritization using the analytic hierarchy process , 2006 .

[71]  Sushil Kumar,et al.  Analytic hierarchy process: An overview of applications , 2006, Eur. J. Oper. Res..

[72]  Fariborz Y. Partovi,et al.  An analytic model for locating facilities strategically , 2006 .

[73]  Thomas L. Saaty,et al.  The Peruvian Hostage Crisis of 1996–1997: What Should the Government Do? , 1997 .

[74]  María Carmen Carnero Selection of diagnostic techniques and instrumentation in a predictive maintenance program. A case study , 2005 .

[75]  N. Giambiasi,et al.  Customer–supplier relationship management in an intelligent supply chain network , 2007 .

[76]  Li Pheng Khoo,et al.  An investigation on a prototype customer-oriented information system for product concept development , 2002, Comput. Ind..

[77]  Chandrasekharan Rajendran,et al.  Criticality analysis of spare parts using the analytic hierarchy process , 1994 .

[78]  A. Kengpol Design of a decision support system to evaluate the investment in a new distribution centre , 2004 .

[79]  Werner Brenner,et al.  Multi-decisions rating model: Establishing rescue policies for Regional Drinking Water Companies (PDAMs) in Indonesia , 2008, Eur. J. Oper. Res..

[80]  Madjid Tavana,et al.  D-side: A facility and workforce planning group multi-criteria decision support system for Johnson Space Center , 2007, Comput. Oper. Res..

[81]  A. Rangone,et al.  A contingent approach to the design of vendor selection systems for different types of co‐operative customer/supplier relationships , 2000 .

[82]  Colin O. Benjamin,et al.  An integrated multiobjective planning model: A case study of the Zambian copper mining industry , 1993 .

[83]  A. Arbel,et al.  An application of the AHP to bank strategic planning: The mergers and acquisitions process , 1990 .

[84]  Elliott N. Weiss Fly now or fly later? The delayed consumption problem , 1990 .

[85]  Markku Tuominen,et al.  A decision aid in warehouse site selection , 1996 .

[86]  Sameer Kumar,et al.  Utilizing analytic hierarchy process for improved decision making within supply chains , 2008 .

[87]  Christian N Madu,et al.  A hierarchic metric approach for integration of green issues in manufacturing: a paper recycling application. , 2002, Journal of environmental management.

[88]  Khalid Hafeez,et al.  Outsourcing non-core assets and competences of a firm using analytic hierarchy process , 2007, Comput. Oper. Res..

[89]  Bo K. Wong,et al.  Group decision making in a multiple criteria environment: A case using the AHP in software selection , 2002, Eur. J. Oper. Res..

[90]  R. Russell,et al.  Operations Management: Quality and Competitiveness in a Global Environment , 1999 .

[91]  Hokey Min,et al.  Application of a decision support system to strategic warehousing decisions , 2009 .

[92]  Manisra Baramichai,et al.  Agile supply chain transformation matrix: an integrated tool for creating an agile enterprise , 2007 .

[93]  Javier Calatrava-Requena,et al.  A systemic comparative assessment of the multifunctional performance of alternative olive systems in Spain within an AHP-extended framework , 2008 .

[94]  Bharat A. Jain,et al.  A decision-support model for investment decisions in new ventures , 1996 .

[95]  Marc J. Schniederjans,et al.  Using the analytic hierarchy process and goal programming for information system project selection , 1991, Inf. Manag..

[96]  Bing Jiang,et al.  The development of intelligent decision support tools to aid the design of flexible manufacturing systems , 2000 .

[97]  Markku Tuominen,et al.  Inventory forecasting with a multiple criteria decision tool , 1996 .

[98]  Seongcheol Kim,et al.  Developing a decision model for business process outsourcing , 2007, Comput. Oper. Res..

[99]  Euiho Suh,et al.  Prioritizing telecommunications technologies for long-range R&D planning to the year 2006 , 1994 .

[100]  H. V. D. Water,et al.  A decision support model based on the analytic hierarchy process for the make or buy decision in manufacturing , 2006 .

[101]  R. Levary Ranking foreign suppliers based on supply risk , 2007 .

[102]  Luis G. Vargas,et al.  The allocation of intangible resources: the analytic hierarchy process and linear programming , 2003 .

[103]  Selçuk Perçin,et al.  An application of the integrated AHP‐PGP model in supplier selection , 2006 .

[104]  Jui-Sheng Chou,et al.  Applying AHP-based CBR to estimate pavement maintenance cost , 2008 .

[105]  Reuven R. Levary,et al.  Using the analytic hierarchy process to rank foreign suppliers based on supply risks , 2008, Comput. Ind. Eng..

[106]  Chad Lin,et al.  The adoption and management of interactive digital TV commerce in Taiwan , 2008 .

[107]  William Ho,et al.  Integrated analytic hierarchy process and its applications - A literature review , 2008, Eur. J. Oper. Res..

[108]  Füsun Ülengin,et al.  Forecasting foreign exchange rates: A comparative evaluation of AHP , 1994 .

[109]  Sedat Yüksel An integrated forecasting approach to hotel demand , 2007, Math. Comput. Model..

[110]  Chen-Fu Chien,et al.  An AHP-based approach to ERP system selection , 2005 .

[111]  Jennifer Shang,et al.  Decision making in academia: A case of the dean selection process , 2007, Math. Comput. Model..

[112]  Hanif D. Sherali,et al.  An approach for analyzing foreign direct investment projects with application to China's Tumen River Area development , 2003, Comput. Oper. Res..

[113]  Abdulaziz S. Alidi,et al.  Use of the analytic hierarchy process to measure the initial viability of industrial projects , 1996 .

[114]  Steven A. Melnyk,et al.  Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process , 2002, Eur. J. Oper. Res..

[115]  Brian Whitworth,et al.  Expanding the Criteria for Evaluating Socio-Technical Software , 2008, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[116]  M. Fritz,et al.  Management of perceived e-business risks in food-supply networks: e-trust as prerequisite for supply-chain system innovation , 2008 .

[117]  D Ryan Cook,et al.  Equitable allocation of livers for orthotopic transplantation: an application of the Analytic Hierarchy Process. , 1990, European journal of operational research.

[118]  Thomas L. Saaty,et al.  Marketing Applications of the Analytic Hierarchy Process , 1980 .

[119]  Christian N. Madu,et al.  On the total productivity management of a maintenance float system through AHP applications , 1994 .

[120]  Weijian Mi,et al.  An integration of bidding-oriented product conceptualization and supply chain formation , 2008, Comput. Ind..

[121]  Yuh-Wen Chen,et al.  Using AHP in patent valuation , 2007, Math. Comput. Model..

[122]  John W. Fowler,et al.  A hybrid approach using the analytic hierarchy process and integer programming to screen weapon systems projects , 2003, IEEE Trans. Engineering Management.

[123]  Rick L. Wilson An Improved Goal‐oriented Method for Measuring Productivity , 1994 .

[124]  Gülay Barbarosoğlu,et al.  An Application of the Analytic Hierarchy Process to the Supplier Selection Problem , 1997 .

[125]  Kim-Leng Poh,et al.  Transportation fuels and policy for Singapore: an AHP planning approach , 1999 .

[126]  P. Dey,et al.  A new tool for measurement of process-based performance of multispecialty tertiary care hospitals. , 2004, International journal of health care quality assurance incorporating Leadership in health services.

[127]  Ernest H. Forman,et al.  Group decision support with the Analytic Hierarchy Process , 1992, Decis. Support Syst..

[128]  M. Strager,et al.  Incorporating stakeholder preferences for land conservation: Weights and measures in spatial MCA , 2006 .

[129]  Seetharaman Hariharan,et al.  Managing healthcare performance in analytical framework , 2008 .

[130]  Markku Tuominen,et al.  A decision support system for strategic issues management of logistics , 1996 .

[131]  Nagahanumaiah,et al.  Computer aided rapid tooling process selection and manufacturability evaluation for injection mold development , 2008, Comput. Ind..

[132]  Wen-Yau Liang,et al.  The analytic hierarchy process in project evaluation , 2003 .

[133]  Arthur P. Dobias Designing a mouse trap using the analytic hierarchy process and expert choice , 1990 .

[134]  Christian N. Madu,et al.  A strategic decision model for the selection of advanced technology , 1994 .

[135]  R. Ramanathan,et al.  Energy resource allocation incorporating qualitative and quantitative criteria: An integrated model using goal programming and AHP , 1995 .

[136]  D. Barnes,et al.  Historical analysis of performance measurement and management in operations management , 2007 .

[137]  Kwai-Sang Chin,et al.  Assessing success factors for implementing CE a case study in Hong Kong electronics industry by AHP , 1997 .

[138]  Jonathan Burton,et al.  An analytical hierarchy approach to facility layout , 1992 .

[139]  Toshiyuki Sueyoshi,et al.  A unified framework for the selection of a Flexible Manufacturing System , 1995 .

[140]  K. Siqueira,et al.  Viability of introducing milk futures contracts in Brazil: a multiple criteria decision analysis , 2008 .

[141]  Ming-Chyuan Lin,et al.  Using AHP and TOPSIS approaches in customer-driven product design process , 2008, Comput. Ind..

[142]  Angelos Amditis,et al.  Evaluation of virtual reality products and applications from individual, organizational and societal perspectives - The "VIEW" case study , 2006, Int. J. Hum. Comput. Stud..

[143]  Roger Calantone,et al.  Using the Analytic Hierarchy Process in New Product Screening , 1999 .

[144]  O. J. Akomode,et al.  Constructing customised models and providing information to support IT outsourcing decisions , 1998 .

[145]  Guisseppi A. Forgionne,et al.  A multiple-criteria framework for evaluation of decision support systems , 2004 .

[146]  S. G. Deshmukh,et al.  Multi-attribute decision model using the analytic hierarchy process for the justification of manufacturing systems , 1992 .

[147]  Ibrahim M. Mahdi,et al.  Decision support system for selecting the proper project delivery method using analytical hierarchy process (AHP) , 2005 .

[148]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[149]  Lida Xu,et al.  Determining optimum edible films for kiwifruits using an analytical hierarchy process , 2003, Comput. Oper. Res..

[150]  Kun Shin Im,et al.  An Evaluation System for IT Outsourcing Customer Satisfaction Using the Analytic Hierarchy Process , 2005, J. Glob. Inf. Manag..

[151]  Prasanta Kumar Dey,et al.  Integrated project evaluation and selection using multiple-attribute decision-making technique , 2006 .

[152]  Prasanta Kumar Dey,et al.  Project risk management: a combined analytic hierarchy process and decision tree approach , 2002 .

[153]  Andrea Rangone,et al.  An analytical hierarchy process framework for comparing the overall performance of manufacturing departments , 1996 .

[154]  Mario T. Tabucanon,et al.  Batch-model assembly line balancing: A multiattribute decision making approach , 1995 .

[155]  Ozcan Arslan,et al.  Quantitative evaluation of precautions on chemical tanker operations , 2009 .

[156]  C. Chow,et al.  A strategic service quality approach using analytic hierarchy process , 2005 .

[157]  Komaragiri Srinivasa Raju,et al.  Multicriterion decision making in river basin planning and development , 1999, Eur. J. Oper. Res..

[158]  E. Melachrinoudis,et al.  The prioritization of technologies in a research laboratory , 1991 .

[159]  John Sessions,et al.  Scheduling forest road maintenance using the analytic hierarchy process and heuristics , 2006 .

[160]  Fariborz Y. Partovi,et al.  An analytic hierarchy approach to activity-based costing , 1991 .

[161]  Jeffrey L. Riggs,et al.  Integration of technical, cost, and schedule risks in project management , 1994, Comput. Oper. Res..

[162]  I. Azis Analytic hierarchy process in the benefit−cost framework: a post-evaluation of the Trans-Sumatra highway project , 1990 .

[163]  Taqi N. Al-Faraj,et al.  Vendors selection VIA a spreadsheet analytical hierarchy process , 1993 .

[164]  Yaojiang Shi,et al.  Designing rural area telecommunication networks via hub cities , 1994 .

[165]  Markku Tuominen,et al.  Customer service based design of the supply chain , 2001 .

[166]  Prasanta Kumar Dey,et al.  Analytic hierarchy process helps evaluate projects in Indian oil pipeline industry , 2004 .

[167]  Godwin G. Udo Using analytic hierarchy process to analyze the information technology outsourcing decision , 2000, Ind. Manag. Data Syst..

[168]  Fang-Mei Tseng,et al.  Measuring business performance in the high-tech manufacturing industry: A case study of Taiwan's large-sized TFT-LCD panel companies , 2009 .

[169]  Sai Ho Chung,et al.  Multicriterion genetic optimization for due date assigned distribution network problems , 2005, Decis. Support Syst..

[170]  Roberto Filippini,et al.  Operations management research: some reflections on evolution, models and empirical studies in OM , 1997 .

[171]  Jayanath Ananda Implementing Participatory Decision Making in Forest Planning , 2007, Environmental management.

[172]  Sanjay Sharma,et al.  Selection of a pull production control policy under different demand situations for a manufacturing system by AHP-algorithm , 2009, Comput. Oper. Res..

[173]  Vic Gilgeous,et al.  Strategic concerns and capability impeders , 1995 .

[174]  Yildiz Esra Albayrak,et al.  Transferring appropriate manufacturing technologies for developing countries , 2008 .

[175]  A. E. Steenge,et al.  The decentralization of a sales support department in a medium-large company: A quantitative assessment based on ideas of Thomas L. Saaty and Stafford Beer , 1990 .

[176]  Madjid Tavana,et al.  A Group Decision Support Framework for Consensus Ranking of Technical Manager Candidates , 1996 .

[177]  R. B. Chase Production And Operations Management: A Life Cycle Approach , 1973 .

[178]  Jinwoo Kim,et al.  Hierarchical Structure of Intranet Functions and Their Relative Importance: : Using the Analytic Hierarchy Process for Virtual Organizations , 1998, Decis. Support Syst..

[179]  Lin Tang,et al.  Combining AHP with GIS in synthetic evaluation of eco-environment quality - A case study of Hunan Province, China , 2007 .

[180]  Sanjay Vashishtha,et al.  Multicriteria evaluation of demand side management (DSM) implementation strategies in the Indian power sector , 2006 .

[181]  Douglas Crawford-Brown,et al.  Measuring site-level success in brownfield redevelopments: a focus on sustainability and green building. , 2007, Journal of environmental management.

[182]  Athakorn Kengpol Design of a decision support system to evaluate logistics distribution network in Greater Mekong Subregion Countries , 2008 .

[183]  Hemanta Doloi,et al.  Application of AHP in improving construction productivity from a management perspective , 2008 .

[184]  Jun Wang,et al.  A Group Decision Support Approach to Evaluate Experts for R&D Project Selection , 2008, IEEE Transactions on Engineering Management.

[185]  Kwai-Sang Chin,et al.  Identifying and prioritizing critical success factors for coopetition strategy , 2008, Ind. Manag. Data Syst..

[186]  Chin-Tsai Lin,et al.  Optimal Selection of Location for Taiwanese Hospitals to Ensure a Competitive Advantage by Using the Analytic Hierarchy Process and Sensitivity Analysis , 2007 .

[187]  Dundar F. Kocaoglu,et al.  Applying the Analytic Hierarchy Process (AHP) to build a strategic framework for technology roadmapping , 2007, Math. Comput. Model..

[188]  Mark Davies,et al.  Adaptive AHP: a review of marketing applications with extensions , 2001 .

[189]  G. C. Pentzaropoulos,et al.  Efficiency ranking of the OECD member states in the area of telecommunications: A composite AHP/DEA study , 2008 .

[190]  William R. Stewart,et al.  Environmental factor weighting at the federal energy regulatory commission , 1991 .

[191]  R. Costa,et al.  An AHP approach to assess brand intangible assets , 2008 .

[192]  Kim Hua Tan,et al.  Operationalising strategy: Mapping manufacturing variables , 2004 .

[193]  Tzu-Chuan Chou,et al.  Design and implementation of a semantic image classification and retrieval of organizational memory information systems using analytical hierarchy process , 2006 .

[194]  M. M. Tarimcilar,et al.  Capital budgeting in hospital management using the analytic hierarchy process. , 1991, Socio-economic planning sciences.

[195]  Shi-Ming Huang,et al.  Assessing risk in ERP projects: identify and prioritize the factors , 2004, Ind. Manag. Data Syst..

[196]  Michael Steinberg,et al.  Decision counseling for men considering prostate cancer screening , 2003, Comput. Oper. Res..

[197]  Reuven R. Levary,et al.  An analytic hierarchy process based simulation model for entry mode decision regarding foreign direct investment , 1999 .

[198]  Minsoo Choi,et al.  A feasibility evaluation on the outsourcing of quality testing and inspection , 2007 .

[199]  Sundeep Sahay,et al.  An analytic evaluation of microcomputer educational OR/MS Software , 1991 .

[200]  Prasanta Kumar Dey Process re-engineering for effective implementation of projects , 1999 .

[201]  Pandu R. Tadikamalla,et al.  Site selection for a ‘sure service terminal’ , 1990 .

[202]  Tarek Zayed,et al.  Assessing risk and uncertainty inherent in Chinese highway projects using AHP , 2008 .

[203]  Wolfgang Ossadnik,et al.  AHP-based evaluation of AHP-Software , 1999, Eur. J. Oper. Res..

[204]  Hamidreza Eskandari,et al.  Value chain analysis using hybrid simulation and AHP , 2007 .

[205]  De-Li Yang,et al.  Using a hybrid multi-criteria decision aid method for information systems outsourcing , 2007, Comput. Oper. Res..

[206]  M. Schniederjans,et al.  Using the analytic hierarchy process and multi-objective programming for the selection of cost drivers in activity-based costing , 1997, Eur. J. Oper. Res..

[207]  Fariborz Y. Partovi,et al.  An analytical model of process choice in the chemical industry , 2007 .

[208]  Mario T. Tabucanon,et al.  A multiple-criteria approach to machine selection for flexible manufacturing systems , 1994 .

[209]  A. Andijani,et al.  A multi-criterion approach for Kanban allocations , 1998 .

[210]  M. Tuominen,et al.  Benchmarking logistics performance with an application of the analytic hierarchy process , 1996 .

[211]  Keisuke Hanaki,et al.  Application of analytical hierarchy process to analyze stakeholders preferences for municipal solid waste management plans, Boston, USA. , 2008 .

[212]  Cristina Masella,et al.  Organisation of operating theatres: an Italian benchmarking study , 2002 .

[213]  Ming-Chyuan Lin,et al.  Using HCA and TOPSIS approaches in personal digital assistant menu-icon interface design. , 2009 .

[214]  Bruce L. Golden,et al.  Selecting a survey design to monitor recreational angling for striped bass in the Chesapeake Bay , 1991 .

[215]  V. Tummala,et al.  Assessing supply chain risks with the analytic hierarchy process: Providing decision support for the offshoring decision by a US manufacturing company , 2008 .

[216]  Akkineni V. Sivarama Prasad,et al.  The analytic hierarchy process for choice of technologies , 1990 .

[217]  R V Rao,et al.  Evaluation of environmentally conscious manufacturing programs using multiple attribute decision-making methods , 2008 .

[218]  Jing-Rung Yu,et al.  A decision framework for supplier rating and purchase allocation: A case in the semiconductor industry , 2008, Comput. Ind. Eng..

[219]  Herbert Kotzab,et al.  A macro-institutional perspective on supply chain environmental complexity , 2008 .

[220]  B. Cerit,et al.  Strategic technology alignment roadmapping STAR® aligning R&D investments with business needs , 2008, Int. J. Comput. Integr. Manuf..

[221]  Anastasios A. Economides,et al.  A Decision Analysis Framework for Prioritizing a Portfolio of ICT Infrastructure Projects , 2008, IEEE Transactions on Engineering Management.

[222]  Fatemeh Zahedi,et al.  The Analytic Hierarchy Process—A Survey of the Method and its Applications , 1986 .

[223]  R. Leisten,et al.  A framework for evaluating the criticality of software metrics: an analytic hierarchy process (AHP) approach , 2006 .

[224]  Prasanta Kumar Dey,et al.  Benchmarking project management practices of Caribbean organizations using analytic hierarchy process , 2002 .

[225]  Steven A. Gabriel,et al.  A multiobjective optimization model for project selection with probabilistic considerations , 2006 .

[226]  N. K. Kwak,et al.  An integrated mathematical programming model for offset planning , 1998, Comput. Oper. Res..

[227]  Michael E. Woodward,et al.  Prioritised best effort routing with four quality of service metrics applying the concept of the analytic hierarchy process , 2006, Comput. Oper. Res..

[228]  Hokey Min,et al.  Competitive benchmarking of Korean luxury hotels using the analytic hierarchy process and competitive gap analysis , 1996 .

[229]  Min Xie,et al.  On modeling dynamic priorities in the analytic hierarchy process using compositional data analysis , 2009, Eur. J. Oper. Res..

[230]  Arash Shahin,et al.  Prioritization of key performance indicators: An integration of analytical hierarchy process and goal setting , 2007 .

[231]  Reza Khorramshahgol,et al.  Analytic Delphi Method (ADM): A strategic decision making model applied to location planning , 1990 .

[232]  Prasanta Kumar Dey,et al.  Decision support system for spare parts warehousing , 2008 .

[233]  Ben Hua,et al.  Supply chain optimization of continuous process industries with sustainability considerations , 2000 .

[234]  Popi Konidari,et al.  A multi-criteria evaluation method for climate change mitigation policy instruments , 2007 .

[235]  M. K. Sharma,et al.  Performance measurement of supply chain management using the analytical hierarchy process , 2007 .

[236]  Tadayuki Masui,et al.  Design of a decision support system for overseas plant location in the EC , 1995 .

[237]  Jonathan Burton,et al.  Using the Analytic Hierarchy Process for ABC Analysis , 1993 .

[238]  Jukka Korpela,et al.  A customer oriented approach to warehouse network evaluation and design , 1999 .

[239]  Bruce Golden,et al.  Ranking US Army Generals of the 20th Century: A Group Decision-Making Application of the Analytic Hierarchy Process , 2007, Interfaces.

[240]  Yee-Ming Chen,et al.  Bi‐negotiation integrated AHP in suppliers selection , 2013 .

[241]  Petros A. Pilavachi,et al.  Sensitivity analysis of technological, economic and sustainability evaluation of power plants using the analytic hierarchy process , 2009 .

[242]  M. A. Mustafa,et al.  Project risk assessment using the analytic hierarchy process , 1991 .

[243]  Madjid Tavana,et al.  A priority assessment multi-criteria decision model for human spaceflight mission planning at NASA , 2006, J. Oper. Res. Soc..

[244]  Chao-Ton Su,et al.  A systematic methodology for the creation of Six Sigma projects: A case study of semiconductor foundry , 2008, Expert Syst. Appl..

[245]  Farzad Dehghanian,et al.  Designing sustainable recovery network of end-of-life products using genetic algorithm , 2009 .

[246]  Samuel T. Ariaratnam,et al.  Application of a Sustainability Model for Assessing Water Main Replacement Options , 2008 .

[247]  B. S. Ahn,et al.  ERP system selection using a simulation-based AHP approach: a case of Korean homeshopping company , 2008, J. Oper. Res. Soc..

[248]  Jennifer Blackhurst,et al.  A model for inbound supply risk analysis , 2006, Comput. Ind..

[249]  Rossitza Setchi,et al.  Modelling IT projects success: Emerging methodologies reviewed , 2007 .

[250]  Christian N. Madu,et al.  Integrating Total Quality Management in the Adoption of New Technologies , 1994 .

[251]  Robert Greenberg,et al.  Integrating the analytic hierarchy process (AHP) into the multiobjective budgeting models of public sector organizations , 1994 .

[252]  Felix T.S. Chan,et al.  Interactive selection model for supplier selection process: an analytical hierarchy process approach , 2003 .

[253]  W. Ossadnik AHP-based synergy allocation to the partners in a merger , 1996 .

[254]  Fariborz Y. Partovi,et al.  Determining What to Benchmark: An Analytic Hierarchy Process Approach , 1994 .

[255]  Colin O. Benjamin,et al.  Prioritizing development goals in low-income developing countries , 1990 .

[256]  Joseph Sarkis,et al.  Evaluating and selecting e-commerce software and communication systems for a supply chain , 2004, Eur. J. Oper. Res..

[257]  R. P. Sundarraj,et al.  A Web-based AHP approach to standardize the process of managing service-contracts , 2004, Decis. Support Syst..

[258]  Srinivas Talluri,et al.  A Supply Risk Reduction Model Using Integrated Multicriteria Decision Making , 2008, IEEE Transactions on Engineering Management.

[259]  Seyed Hassan Ghodsypour,et al.  A decision support system for supplier selection using an integrated analytic hierarchy process and linear programming , 1998 .

[260]  Alan C. Brent,et al.  Application of the analytical hierarchy process to establish health care waste management systems that minimise infection risks in developing countries , 2007, Eur. J. Oper. Res..

[261]  Younghwa Lee,et al.  Investigating the effect of website quality on e-business success: An analytic hierarchy process (AHP) approach , 2006, Decis. Support Syst..

[262]  Khurrum S. Bhutta,et al.  Supplier selection problem: a comparison of the total cost of ownership and analytic hierarchy process approaches , 2002 .

[263]  Hokey Min,et al.  Competitive benchmarking of health care quality using the analytic hierarchy process: an example from Korean cancer Clinics , 1997 .

[264]  Gülfem Tuzkaya,et al.  A two-phase possibilistic linear programming methodology for multi-objective supplier evaluation and order allocation problems , 2008, Inf. Sci..

[265]  Herbert Kotzab,et al.  Understanding and Measuring Macro-Institutional Complexity of Logistics Systems Environment , 2008 .

[266]  Hokey Min,et al.  The relocation of a hybrid manufacturing/distribution facility from supply chain perspectives: a case study , 1999 .

[267]  Antonin Ponsich,et al.  An AHP-based decision-making tool for the solution of multiproduct batch plant design problem under imprecise demand , 2009, Comput. Oper. Res..

[268]  Amy H. I. Lee,et al.  New product mix selection for a high technology company in a technology innovation network , 2006 .

[269]  Seyda Topaloglu,et al.  A multi-objective programming model for scheduling emergency medicine residents , 2006, Comput. Ind. Eng..

[270]  A Bonoli,et al.  Multi-criteria decision analysis for waste management in Saharawi refugee camps. , 2009, Waste management.

[271]  Frank R. Rijsberman,et al.  Multicriterion analysis and the evaluation of restoration policies for a Rhine estuary , 1994 .

[272]  Ge Wang,et al.  Product-driven supply chain selection using integrated multi-criteria decision-making methodology , 2004 .

[273]  Mehpare Timor,et al.  The analytic hierarchy process and analytic network process: an overview of applications , 2010 .

[274]  B. Gaudenzi,et al.  Managing risks in the supply chain using the AHP method , 2006 .

[275]  Bhallamudi Ravi,et al.  Web based casting supplier evaluation using analytical hierarchy process , 2001, J. Oper. Res. Soc..

[276]  D. Y. Sha,et al.  A multi-criterion interaction-oriented model with proportional rule for designing supply chain networks , 2007, Expert Syst. Appl..

[277]  S. G. Deshmukh,et al.  Evaluating performance of national R&D organizations using integrated DEA‐AHP technique , 2008 .

[278]  Chin-Tsai Lin,et al.  An application of AHP and sensitivity analysis for selecting the best slicing machine , 2007, Comput. Ind. Eng..

[279]  Masood H. Siddiqui,et al.  Effectiveness of Mobile Advertising: The Indian Scenario , 2008 .

[280]  Markku Tuominen,et al.  The analytic hierarchy process based expert analysis of strategies and critical success factors of forest industries in Finland , 1993 .

[281]  Dermawan Wibisono,et al.  A hybrid knowledge-based performance measurement system , 2008, Bus. Process. Manag. J..

[282]  R. P. Mohanty,et al.  Use of the Analytic Hierarchy Process for Selecting Automated Manufacturing Systems , 1993 .

[283]  Bojan Srdjevic,et al.  Linking analytic hierarchy process and social choice methods to support group decision-making in water management , 2007, Decis. Support Syst..

[284]  A. Economides,et al.  A Multi-Criteria Game Theory and Real Options Model for Irreversible ICT Investment Decisions , 2009 .

[285]  R. P. Mohanty,et al.  Use of Analytic Hierarchic Process for Evaluating Sources of Supply , 1993 .

[286]  Chang-Taek Hyun,et al.  Effect of Delivery Methods on Design Performance in Multifamily Housing Projects , 2008 .

[287]  Santi B. Lahiri Skill-sets migration planning via Analytic Hierarchy Process , 1992, Comput. Oper. Res..

[288]  Jiaqin Yang,et al.  AN AHP DECISION MODEL FOR FACILITY LOCATION SELECTION , 1997 .

[289]  R. Ramanathan,et al.  Using AHP for resource allocation problems , 1995 .

[290]  Linda K. Nozick,et al.  Sizing the US destroyer fleet , 2002, Eur. J. Oper. Res..

[291]  Marcello Braglia,et al.  Multi‐attribute classification method for spare parts inventory management , 2004 .

[292]  G. Anandalingam,et al.  Sustainable urban energy-environment management with multiple objectives , 1996 .

[293]  Q. B. Chung,et al.  Using the analytic hierarchy process as a clinical engineering tool to facilitate an iterative, multidisciplinary, microeconomic health technology assessment , 2003, Comput. Oper. Res..

[294]  S. G. Deshmukh,et al.  Horizontal collaboration in semiconductor manufacturing industry supply chain: An evaluation of collaboration intensity index , 2009, Comput. Ind. Eng..

[295]  Linda G. Sprague,et al.  Evolution of the field of operations management , 2007 .

[296]  Mohammed I Al Khalil,et al.  Selecting the appropriate project delivery method using AHP , 2002 .

[297]  Ipek Deveci Kocakoç,et al.  Using analytic hierarchy process to determine process economics in multivariate loss functions , 2008 .

[298]  Kalevi Kyläheiko,et al.  An analytic approach to production capacity allocation and supply chain design , 2002 .

[299]  Yi Sun,et al.  Syndicating Web Services: A QoS and user-driven approach , 2007, Decis. Support Syst..

[300]  Li Lin,et al.  A structured approach to measuring functional dependency and sequencing of coupled tasks in engineering design , 2003, Comput. Ind. Eng..

[301]  Matthew J. Liberatore,et al.  The analytic hierarchy process in medical and health care decision making: A literature review , 2008, Eur. J. Oper. Res..

[302]  A. Andijani,et al.  Manufacturing blocking discipline: A multi-criterion approach for buffer allocations , 1997 .

[303]  Thomas L. Saaty,et al.  The decision by the US congress on China's trade status: a multicriteria analysis , 2001 .

[304]  Petros A. Pilavachi,et al.  Objective and subjective evaluation of power plants and their non-radioactive emissions using the analytic hierarchy process , 2007 .

[305]  Marcello Braglia,et al.  Application of the AHP methodology in making a proposal for a public work contract , 2006 .

[306]  Jukka Korpela,et al.  Warehouse operator selection by combining AHP and DEA methodologies , 2007 .

[307]  Madjid Tavana,et al.  A subjective assessment of alternative mission architectures for the human exploration of Mars at NASA using multicriteria decision making , 2004, Comput. Oper. Res..

[308]  Masood A. Badri,et al.  A combined AHP}GP model for qualitycontrol sy stems , 2001 .

[309]  M. Sharma,et al.  An integrated BSC‐AHP approach for supply chain management evaluation , 2007 .