An overview of the analytic hierarchy process and its applications

The Analytic Hierarchy Process (AHP) is a theory of measurement for dealing with quantifiable a n d / o r intangible criteria that has found rich applications in decision theory, conflict resolution and in models of the brain. It is based on the principle that, to make decisions, experience and knowledge of people is at least as valuable as the data they use. Decision applications of the AHP are carried out in two phases: hierarchic design and evaluation. The design of hierarchies requires experience and knowledge of the problem area. Two decision makers would normally structure two different hierarchies of the same problem. Thus a hierarchy is not unique. On the other hand, even when two people design the same hierarchy, their preferences may yield different courses of action. However, a group of people can work together to reach consensus on both the hierarchy (design) and on the judgments and their synthesis (evaluation). The evaluation phase is based on the concept of paired comparisons. The elements in a level of the hierarchy are compared in relative terms as to their importance or contribution to a given criterion that occupies the level immediately above the elements being compared. This process of comparison yields a relative scale of measurement of the priorities or weights of the elements. That is, the scale measures the relative standing of the elements with respect to a criterion independently of any other criterion or element that may be considered for comparison. These relative weights sum to unity. The comparisons are performed for

[1]  T. L. Saaty Exploring the interface between hierarchies, multiple objectives and fuzzy sets , 1978 .

[2]  P. Harker Derivatives of the Perron root of a positive reciprocal matrix: With application to the analytic hierarchy process , 1987 .

[3]  Zilla Sinuany-Stern A Network Optimization Model for Budget Allocation in a Multi-Campus University , 1984 .

[4]  Thomas L. Saaty,et al.  The Logic of Priorities: Applications in Business Energy, Health, and Transportation , 1981 .

[5]  Charles R. Johnson,et al.  Right-left asymmetry in an eigenvector ranking procedure , 1979 .

[6]  Thomas L. Saaty,et al.  Technological choice in the less developed countries: An analytic hierarchy approach , 1981 .

[7]  Luis G. Vargas,et al.  Business Strategy Formulation for a Financial Institution in a Developing Country , 1989 .

[8]  Thomas L. Saaty,et al.  Higher education in the united states (1985–2000): Scenario construction using a hierarchical framework with eigenvector weighting , 1976 .

[9]  Thomas L. Saaty,et al.  Financial and intangible factors in fleet lease or buy decision , 1981 .

[10]  Thomas L. Saaty,et al.  The Analytic Hierarchy Process: A New Approach to Deal with Fuzziness in Architecture , 1982 .

[11]  Shmuel S. Oren,et al.  Generating search directions in multiobjective linear programming using the analytic hierarchy process , 1986 .

[12]  Kaoru Tone,et al.  Site Selection for a Large Scale Integrated Circuits Factory , 1989 .

[13]  T. L. Saaty The Sudan Transport Study , 1977 .

[14]  Robert E. Jensen,et al.  International investment risk analysis: extensions for multinational corporation capital budgeting models , 1987 .

[15]  Thomas L. Saaty,et al.  Rationing Energy to Industries: Priorities and Input-Output Dependence , 1982 .

[16]  T. Saaty,et al.  Dependence and independence: From linear hierarchies to nonlinear networks , 1986 .

[17]  Thomas L. Saaty,et al.  HIGH-LEVEL DECISIONS: A LESSON FROM THE IRAN HOSTAGE RESCUE OPERATION , 1982 .

[18]  Nick Bahmani,et al.  Consumer preference and reactive adaptation to a corporate solution of the over-the-counter medication dilemma—an analytic hierarchy process analysis , 1987 .

[19]  L. Paul Fatti Water Research Planning in South Africa , 1989 .

[20]  Luis G. Vargas Reciprocal matrices with random coefficients , 1982 .

[21]  Robert Lewis,et al.  Predicting a National Acid Rain Policy , 1989 .

[22]  Daniel N. Osherson,et al.  New axioms for the contrast model of similarity , 1987 .

[23]  Luis G. Vargas Priority theory and utility theory , 1987 .

[24]  Thomas L. Saaty,et al.  Hierarchical analysis of behavior in competition: Prediction in chess , 1980 .

[25]  Luis G. Vargas Analysis of sensitivity of reciprocal matrices , 1983 .

[26]  Luis G. Vargas,et al.  Uncertainty and rank order in the analytic hierarchy process , 1987 .

[27]  T. Saaty Measuring the Fuzziness of Sets , 1974 .

[28]  Thomas L. Saaty,et al.  Stability analysis of the forward-backward process: Northern Ireland case study , 1977 .

[29]  Thomas L. Saaty,et al.  Impact of Disarmament Nuclear Package Reductions , 1984 .

[30]  W. Pedrycz,et al.  A fuzzy extension of Saaty's priority theory , 1983 .

[31]  T. L. Saaty,et al.  Nuclear balance and the parity index: The role of intangibles in decisions , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[32]  Thomas L. Saaty,et al.  A new macroeconomic forecasting and policy evaluation method using the analytic hierarchy process , 1987 .

[33]  R. Vachnadze,et al.  Some applications of the analytic hierarchy process , 1987 .

[34]  Warren R. Hughes,et al.  Deriving utilities using the analytic hierarchy process , 1986 .

[35]  G. Crawford,et al.  A note on the analysis of subjective judgment matrices , 1985 .

[36]  K. Peniwati,et al.  Ranking countries according to economic, social and political indicators☆ , 1987 .

[37]  T. Saaty Scaling the membership function , 1986 .

[38]  Ricardo D. Kamenetzky THE RELATIONSHIP BETWEEN THE ANALYTIC HIERARCHY PROCESS AND THE ADDITIVE VALUE FUNCTION , 1982 .

[39]  Thomas L. Saaty,et al.  Oil Prices: 1985 and 1990 , 1982 .

[40]  Thomas L. Saaty,et al.  Applications of the analytic hierarchy process to long range planning processes , 1982 .

[41]  Thomas L. Saaty,et al.  Scenarios and priorities in transport planning: Application to the Sudan , 1977 .

[42]  Luis G. Vargas,et al.  The theory of ratio scale estimation: Saaty's analytic hierarchy process , 1987 .

[43]  Thomas L. Saaty Conflict Resolution and the Falkland Islands Invasions , 1983 .

[44]  C. C. Waid,et al.  An Experimental Comparison of Different Approaches to Determining Weights in Additive Utility Models , 1982 .

[45]  Saul I. Gass A Process for Determining Priorities and Weights for Large-Scale Linear Goal Programmes , 1986 .

[46]  Ami Arbel,et al.  A university budget problem: a priority-based approach , 1983 .

[47]  D. DeTurck THE APPROACH TO CONSISTENCY IN THE ANALYTIC HIERARCHY PROCESS , 1987 .

[48]  Luis G. Vargas Utility Theory and reciprocal pairwise comparisons: The Eigenvector Method , 1986 .

[49]  Thomas L. Saaty,et al.  An objective approach to faculty promotion and tenure by the analytic hierarchy process , 1983 .

[50]  P. Harker Alternative modes of questioning in the analytic hierarchy process , 1987 .

[51]  P. Harker Incomplete pairwise comparisons in the analytic hierarchy process , 1987 .

[52]  Luis G. Vargas,et al.  XYZ Research Institute: Planning Resource Allocation under Uncertainty , 1982 .

[53]  Luis G. Vargas,et al.  Inconsistency and rank preservation , 1984 .

[54]  Elliott N. Weiss,et al.  AHP DESIGN ISSUES FOR LARGE-SCALE SYSTEMS , 1987 .

[55]  Abdolhamid Gholamnezhad,et al.  Critical Choices for OPEC Members and the United States , 1981 .

[56]  James G. Dolan Choosing Initial Antibiotic Therapy for Acute Pyelonephritis , 1989 .

[57]  V. P. Dorweiler Legal case planning via the analytic hierarchy process: Litigation—or—conflict resolution , 1987 .

[58]  F. Zahedi A simulation study of estimation methods in the analytic hierarchy process , 1986 .

[59]  Thomas L. Saaty,et al.  The forward and backward processes of conflict analysis , 1977 .

[60]  J. Aczél,et al.  Synthesizing judgements: a functional equations approach , 1987 .

[61]  Thomas L. Saaty Exploring optimization through hierarchies and ratio scales , 1986 .

[62]  R. Kalaba,et al.  A comparison of two methods for determining the weights of belonging to fuzzy sets , 1979 .

[63]  E. N. Weiss Using the analytic hierarchy process in a dynamic environment , 1987 .

[64]  T. Saaty,et al.  Procedures for Synthesizing Ratio Judgements , 1983 .

[65]  Huibert Kwakernaak,et al.  Rating and ranking of multiple-aspect alternatives using fuzzy sets , 1976, Autom..

[66]  E J Lusk,et al.  Analysis of Hospital Capital Decision Alternatives: A Priority Assignment Model , 1979, The Journal of the Operational Research Society.

[67]  G. Grizzle,et al.  Pay for performance: can the analytic hierarchy process hasten the day in the public sector? , 1987 .

[68]  Thomas L. Saaty,et al.  Absolute and relative measurement with the AHP. The most livable cities in the United States , 1986 .

[69]  Thomas L. Saaty,et al.  Portfolio selection through hierarchies* , 1980 .

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

[71]  Liu Bao,et al.  The New Dynamic Priorities Model and an Analysis of China’s Energy Strategy for the Future , 1987 .

[72]  Thomas L. Saaty,et al.  Estimating technological coefficients by the analytic hierarchy process , 1979 .

[73]  T. Saaty,et al.  Projecting average family size in rural India by the analytic hierarchy process. , 1983, The Journal of mathematical sociology.

[74]  T. L. Saaty,et al.  A theory of analytical hierarchies applied to political candidacy , 1977 .

[75]  A. Rapoport,et al.  A Comparison of the Eigenvalue Method and The Geometric Mean Procedure for Ratio Scaling , 1986 .

[76]  Thomas L. Saaty,et al.  High-Level Nuclear Waste Management: Analysis of Options , 1982 .

[77]  Thomas Cook,et al.  An Urban Allocation Model Combining Time Series and Analytic Hierarchical Methods , 1984 .

[78]  T. Saaty RANK GENERATION, PRESERVATION, AND REVERSAL IN THE ANALYTIC HIERARCHY DECISION PROCESS , 1987 .

[79]  Luis G. Vargas,et al.  Comparison of eigenvalue, logarithmic least squares and least squares methods in estimating ratios , 1984 .

[80]  Y. Wind,et al.  An analytic hierarchy process based approach to the design and evaluation of a marketing driven business and corporate strategy , 1987 .

[81]  John G. Vlahakis,et al.  Assessment of Security at Facilities That Produce Nuclear Weapons , 1989 .

[82]  Fatemeh Zahedi,et al.  Applications and Implementation DATA‐BASE MANAGEMENT SYSTEM EVALUATION AND SELECTION DECISIONS* , 1985 .

[83]  R. Hämäläinen,et al.  The analytic network process in energy policy planning , 1986 .

[84]  Thomas L. Saaty,et al.  The U.S.-OPEC energy conflict the payoff matrix by the Analytic Hierarchy Process , 1979 .

[85]  Earl R. MacCormac Forecasting Loads and Designing Rates for Electric Utilities , 1989 .

[86]  Thomas L. Saaty,et al.  Mathematical modeling of dynamic decisions; priorities and hierarchies with time dependence , 1979 .

[87]  Patrick T. Harker,et al.  The Art and Science of Decision Making: The Analytic Hierarchy Process , 1989 .

[88]  R. Palmer,et al.  Subjective evaluation: linguistic scales in pairwise comparison methods , 1986 .

[89]  Thomas L. Saaty,et al.  Stimulus-response with reciprocal kernels: The rise and fall of sensation , 1987 .

[90]  T. Saaty Axiomatic foundation of the analytic hierarchy process , 1986 .

[91]  Ami Arbel,et al.  Approximate articulation of preference and priority derivation , 1989 .

[92]  Ami Arbel Venturing into new technological markets , 1987 .

[93]  Thomas L. Saaty,et al.  Operational gaming for energy policy analysis , 1977 .

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

[95]  S. Y. Dennis A probabilistic model for the assignment of priorities in hierarchically structured decision problems , 1987 .

[96]  Thomas L. Saaty,et al.  The Conflict in South Africa , 1982 .

[97]  Ari P. J. Vepsalainen,et al.  Assessing technology portfolios for contract competition: An analytic hierarchy process approach , 1986 .

[98]  Robert J. Might,et al.  Decision Support for War Games , 1989 .