Evaluating high-tech alternatives by using analytic network process with BOCR and multiactors

Abstract The main purpose of this study is to solve a real-world, multicriteria, high-tech selection problem by using analytic network process (ANP). The proposed ANP model consists of a control hierarchy, and a network of connections among the clusters of alternatives, actors and criteria. The strategic criteria were included into the model to rate benefits (B), opportunities (O), costs (C), and risks (R). Then, final synthesis of alternatives was obtained by using rated BOCR. Three actor groups at each step of ANP were cooperated to gain their contributions into the decision as well as to promote the implementation. The results and their interpretations are presented. The management has currently implemented the new high-tech transaction processing system proposed by this study as the best alternative.

[1]  R. Ramanathan A note on the use of goal programming for the multiplicative AHP , 1997 .

[2]  Adrien Presley,et al.  Strategic Alignment and IT Investment Selection Using the Analytic Network Process , 1999 .

[3]  W. V. Grembergen Information Technology Evaluation Methods and Management , 2000 .

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

[5]  Mike S. Raisinghani A balanced analytic approach to strategic electronic commerce decisions: a framework of the evaluation method , 2001 .

[6]  조근태,et al.  An application of ANP Approach based on Porter’s Diamond Framework , 1998 .

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

[8]  Fritz Klocke,et al.  Evaluating alternative production cycles using the extended fuzzy AHP method , 1997, Eur. J. Oper. Res..

[9]  Hossam Mahmoud Ahmad Fahmy,et al.  Reliability evaluation in distributed computing environments using the AHP , 2001, Comput. Networks.

[10]  Ashish Agarwal,et al.  Analyzing alternatives for improvement in supply chain performance , 2002 .

[11]  Joseph Sarkis,et al.  Hub location at Digital Equipment Corporation: A comprehensive analysis of qualitative and quantitative factors , 2002, Eur. J. Oper. Res..

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

[13]  Jizhong Zhu,et al.  Optimal generation scheduling based on AHP/ANP , 2003, IEEE Trans. Syst. Man Cybern. Part B.

[14]  Seungwoo Seo,et al.  A matrix approach for telecommunications technology selection , 1997 .

[15]  Hayao Miyagi,et al.  Multiple-Criteria Decision-Making Using Sectional Supermatrix , 2002 .

[16]  Joseph Sarkis A STRATEGIC DECISION FRAMEWORK FOR GREEN SUPPLY CHAIN MANAGEMENT , 2003 .

[17]  N. K. Kwak,et al.  Business process reengineering for health-care system using multicriteria mathematical programming , 2002, Eur. J. Oper. Res..

[18]  Shinhong Kim,et al.  An integrated approach for interdependent information system project selection , 2001 .

[19]  S. G. Deshmukh,et al.  Matching of technological forecasting technique to a technology , 2002 .

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

[21]  Soung Hie Kim,et al.  Using analytic network process and goal programming for interdependent information system project selection , 2000, Comput. Oper. Res..

[22]  Bilal Akash,et al.  Multi-criteria selection of electric power plants using analytical hierarchy process , 1999 .

[23]  N. K. Kwak,et al.  A multicriteria decision-making approach to university resource allocations and information infrastructure planning , 1998, Eur. J. Oper. Res..

[24]  T. Saaty,et al.  Negative priorities in the analytic hierarchy process , 2003 .

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

[26]  N. K. Kwak,et al.  Information resource planning for a health-care system using an AHP-based goal programming method , 1999, J. Oper. Res. Soc..

[27]  Kun Jai Lee,et al.  Selection of an Optimal Nuclear Fuel Cycle Scenario by Goal Programming and the Analytic Hierarchy Process , 1999 .

[28]  K. Soma,et al.  How to involve stakeholders in fisheries management : a country case study in Trinidad and Tobago , 2003 .

[29]  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..

[30]  H. Ta,et al.  A study of bank selection decisions in Singapore using the Analytical Hierarchy Process , 2000 .

[31]  Jizhong Zhu,et al.  Application of AHP/ANP to unit commitment in the deregulated power industry , 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

[32]  Kaoru Tone,et al.  A search model with subjective judgments: Auditing of incorrect tax declarations 1 1 The views expre , 1998 .

[33]  Sevin Sozer,et al.  Product planning in quality function deployment using a combined analytic network process and goal programming approach , 2003 .

[34]  Fariborz Y. Partovi,et al.  Quality function deployment for the good of soccer , 2002, Eur. J. Oper. Res..

[35]  T. Saaty Fundamentals of Decision Making and Priority Theory With the Analytic Hierarchy Process , 2000 .

[36]  T. Saaty,et al.  Fundamentals of the analytic network process — Dependence and feedback in decision-making with a single network , 2004 .

[37]  Adrien Presley,et al.  R&D project selection using the analytic network process , 2002, IEEE Trans. Engineering Management.

[38]  Saul I. Gass,et al.  On teaching the analytic hierarchy process , 2003, Comput. Oper. Res..

[39]  R. J. Kuo,et al.  A decision support system for selecting convenience store location through integration of fuzzy AHP and artificial neural network , 2002, Comput. Ind..

[40]  J. Jaber,et al.  Evaluation of non-conventional water resources supply in Jordan , 2001 .

[41]  Thomas G. Johnson,et al.  Local Preferences for Economic Development Outcomes: Analytical Hierarchy Procedure , 2000 .

[42]  Athakorn Kengpol,et al.  THE TECHNOLOGY SELECTION APPROACH FOR GROUP DECISION MAKING IN THE EVALUATION OF INFORMATION TECHNOLOGY , 2002 .

[43]  Joseph Sarkis,et al.  Strategic analysis of logistics and supply chain management systems using the analytical network process , 1998 .

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

[45]  Haydar Aras,et al.  Multi-criteria selection for a wind observation station location using analytic hierarchy process , 2004 .

[46]  Gwo-Hshiung Tzeng,et al.  Multicriteria selection for a restaurant location in Taipei , 2002 .

[47]  R. Chedid,et al.  Policy development for solar water heaters: the case of Lebanon , 2002 .

[48]  R. Hämäläinen,et al.  On the measurement of preferences in the analytic hierarchy process , 1997 .

[49]  Christian B. Alphonce Application of the analytic hierarchy process in agriculture in developing countries , 1997 .

[50]  Patrick T. Harker,et al.  Measuring aggregate process performance using AHP , 1999, Eur. J. Oper. Res..

[51]  M. Torkkeli,et al.  The contribution of technology selection to core competencies , 2002 .

[52]  James T. Luxhoj,et al.  Multicriteria evaluation of automated filling systems: A case study , 1993 .

[53]  Thomas L. Saaty,et al.  Rank from comparisons and from ratings in the analytic hierarchy/network processes , 2006, Eur. J. Oper. Res..

[54]  H. Aras,et al.  Evaluation of alternative fuels for residential heating in Turkey using analytic network process (ANP) with group decision-making , 2006 .