Resources
This section presents a collection of AHP/ANP resources (presentations, documents, videos and software tools). Whether you are a student, academic and/or professional in the field of decision making, you can help us expand this collection by sharing your papers on decision making with the Analytic Hierarchy Process (AHP) and the Analytic Network Process (ANP).
Resources are classified by
- level: Beginner, Intermediate and Advanced
- type: Document, Presentation, Video, Software
- topic: AHP, ANP, Math,etc.
Displaying All Resources
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A New Approach to the Middle East Conflict: the Analytic Hierarchy ProcessLevel: IntermediateAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 4: A New Approach to the Middle East Conflict: the Analytic Hierarchy Process In most long-lasting conflicts, each par... Read More |
AHP and ANP for beginners - Dependence and Feedback in Single NetworksLevel: BeginnerAuthor(s): Thomas SaatyThis presentation is a lecture on Dependence and Feedback in Single Networks. This is for AHP and ANP beginners. It includes concepts of scales, synthesis, pairwise comparisons, linear hierarchy, and ANP involves dependence and feedback with examples. Read More |
AHP Cartoon in EnglishLevel: BeginnerAuthor(s): The analytic sciences corporationAn illustrated guide to the Analytic Hierarchy Process in English Read More |
AHP Cartoon in FrenchLevel: BeginnerAuthor(s): Creative Decisions FoundationAn illustrated guide to the Analytic Hierarchy Process in French Read More |
AHP Cartoon in ItalianLevel: BeginnerAuthor(s): Creative Decisions FoundationAn illustrated guide to the Analytic Hierarchy Process in Italian Read More |
AHP Introductory Example: Predicting Drinks Consumption in USALevel: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatyThomas Saaty presents an introductory AHP example where you try to estimate the drinks consumption in USA. Read More |
AHP Introductory Example: School SelectionLevel: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatyThomas Saaty presents an introductory AHP example where we try to choose the best school. This is an example to help you understand how the method works. Read More |
AHP Mathematical Calculations and InconsistencyLevel: IntermediateAuthor(s): John SaatyDecision Lens is the complete, end-to-end software solution and business process for identifying, prioritizing, analyzing, and measuring which investments, projects, or resources will deliver the highest returns to your organization, while empowering you to quickly react to ever-changing data. Th... Read More |
AHP Theory and MathLevel: IntermediateAuthor(s): Thomas SaatyThe presentation is from Thomas Saaty's course slides. It covers most mathematical foundations of AHP: the Derived Scale of the AHP, inconsistency, eigenvalue and eigenvector, sensitivity of the principal eigenvector to perturbations in the matrix, and generalizing hierarchic synthesis to the co... Read More |
AHP/ANP Decision Course GuidelineLevel: IntermediateAuthor(s): Thomas SaatyThis outline is for AHP ANP Decision courses. Each lecture lasts 3 hours for 7 weeks Read More |
An Innovative Orders-of-Magnitude Approach to AHP-Based Mutli-criteria Decision MakingLevel: IntermediateAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 9: An Innovative Orders-of-Magnitude Approach to AHP-Based Mutli-criteria Decision Making. "In what follows, we firs... Read More |
Architectural Design by AHPLevel: BeginnerAuthor(s): Miguel H. Beltran, Thomas SaatyThe presentation goes with a paper published by Thomas Saaty and Miguel H. Beltran. The Analytic Hierarchy Process (AHP), which is explained and applied in another article in the same journal, is used to illustrate the architectural design of a house for a family of three. The plan of the house... Read More |
Architectural Design by the Analytic Hierarchy ProcessLevel: BeginnerAuthor(s): Thomas Saaty, Miguel H. BeltranThe Analytic Hierarchy Process (AHP), which is explained and applied in another article in the same journal, is used to illustrate the architectural design of a house for a family of three. The plan of the house was develop to satisfy the family's needs by considering the size of the lot, the... Read More |
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Comparing ApplesLevel: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatyThomas Saaty compares apples by entering ratios of their sizes in an AHP pairwise comparison matrix. It leads to a valid answer and he explains that ratios are also used when comparing elements on an intangible property. It is a validation exercise. To validate a process you use it to see if give... Read More |
Connections of the nervous systemLevel: AdvancedAuthor(s): Lirong WeiThis excel file contains matrices of connections for the nervous system. The first tab is a matrix that lists all main parts of the nervous system, bundles of neurons that have a specific function, and connections that indicate transmission of signals between each pair of the bundles. A connectio... Read More |
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Decision making cartoonsLevel: BeginnerAuthor(s): Creative Decisions FoundationCartoons of decision making Read More |
Decision Making for Leaders, an introduction to AHP/ANP methodsLevel: IntermediateAuthor(s): Elena RokouWant to learn how leaders tackle analytics problems? CDF's Chief Research Director, Dr. Elena Rokou, explores the techniques used for better business solutions. Learn about the Analytic Hierarchy Process, combining simulation and optimization techniques, and more, by watching this sponsored I... Read More |
Decision MentorLevel: BeginnerAuthor(s): Shashi Bhattarai - Development Dynamics, Sovit Poudel - Truneary SolutionsAHP FOR EVERYBODY: INNOVATION THROUGH MOBILE APPLICATION FOR PERSONAL DECISIONS An Analytic Hierarchy Process (AHP) based mobile application for day to day use. Growing internet enabled information reach to individuals via smartphone has created potential for individual decision support systems.... Read More |
Designing Mouse trap and Catamaran with AHPLevel: BeginnerAuthor(s): Thomas SaatyTo design a new mousetrap, initial thinking centered around how today's mousetraps function and what makes them effective. Brainstorming revealed various methods of exterminating a rodent's life. Read More |
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EMBA Decision Making Course Schedule (2008)Level: IntermediateAuthor(s): Thomas SaatyThis outline is for EMBA course on ANP Decision making. Read More |
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Fulfillment of LifeLevel: BeginnerAuthor(s): Thomas Saaty, H J Zoffer, Lirong WeiIs there a way to assess how satisfied one is with one’s life to date? How close one has come to meeting one’s personal aspirations? There has been no immediate process available whereby we can articulate what we wanted for ourselves in a wide variety of aspects or to measure how close we have co... Read More |
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Gross National Happiness: An AHP based Strategic Multi Criteria Analysis for BusinessLevel: BeginnerAuthor(s): Rana Pratap Singh, Ph. D., Shashi Bhattarai, Ananta Man SinghGross National Happiness (GNH) is a multi-criteria well-being measurement system in Bhutan. The four pillars of GNH considered are political, economic, cultural and environmental. There are nine domains and thirty three indicators of GNH, which generates the GNH Index, a holistic representation o... Read More |
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How did Thomas Saaty come up with the 1-9 AHP scale?Level: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatyThe video explored the 1-9 scale that is used in AHP and ANP. Read More |
How to perform sensitivity analysis using Superdecisions softwareLevel: BeginnerAuthor(s): Rafikul IslamIn this video, I have have shown how to use Superdecisions software to perform Sensitivity Analysis. Read More |
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Meaningless number crunchingLevel: BeginnerAuthor(s): Thomas SaatyNumbers need to be interpreted as to how they serve your purpose; otherwise they are meaningless. Here are some examples. Read More |
Modeling the Graduate Business School Admissions ProcessLevel: BeginnerAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 7: Modeling the Graduate Business School Admissions Process. "In this chapter, we try to capture the overall decisio... Read More |
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On the Measurement of Intangibles Relative Measurement Derived from Paired ComparisonsLevel: IntermediateAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 1 of the book: On the Measurement of Intangibles, Relative Measurement Derived from Paired Comparisons. Nearly all of ... Read More |
On the Measurement of Intangibles with Interdependence and Feedback: The Analytic Network and Neural Network ProcessesLevel: AdvancedAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 5: On the Measurement of Intangibles with Interdependence and Feedback: The Analytic Network and Neural Network Processes... Read More |
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Peruvian Hostage CrisisLevel: BeginnerAuthor(s): Thomas Saaty, Enrique MuMRTA Members storm Japanese embassy and take hostages. They demand release of jailed leaders and comrades. What should the government do? Can AHP help? AHP can help us understand the issues surrounding conflict resolutions but it is still up to people to make the choices! Read More |
Projecting Average Family Size in Rural India by the Analytic Hierarchy ProcessLevel: IntermediateAuthor(s): Thomas Saaty!The document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 3 of the book: Projecting Average Family Size in Rural India by the Analytic Hierarchy Process Although the material... Read More |
Python AhpAnpLib Theory 1: Introduction to AHPLevel: BeginnerAuthor(s): Creative Decisions FoundationWelcome to "Theory Tutorial 1: Introduction to AHP"! In this video, Dr. Elena Rokou provides a comprehensive introduction to the Analytic Hierarchy Process (AHP). Developed by Thomas L. Saaty in the 1970s, AHP is a widely-used decision-making framework that helps in complex problem-solvin... Read More |
Python AhpAnpLib Theory 2: Structuring AHP ModelLevel: BeginnerAuthor(s): Creative Decisions FoundationIn this tutorial, Dr. Elena Rokou demonstrates the process of structuring a comprehensive Analytic Hierarchy Process (AHP) model using the example of car selection. AHP, developed by Thomas L. Saaty, is a powerful decision-making framework that helps in prioritizing alternatives based on multiple... Read More |
Python AhpAnpLib Theory 3: Ratings modelLevel: IntermediateAuthor(s): Creative Decisions FoundationIn this tutorial, Dr. Elena Rokou delves into the world of AHP Ratings Models, a fundamental aspect of the Analytic Hierarchy Process (AHP) methodology. AHP Ratings Models play a crucial role in quantifying the relative importance of criteria and alternatives, providing a structured approach to d... Read More |
Python AhpAnpLib Theory 5: BOCR modelLevel: IntermediateAuthor(s): Creative Decisions FoundationIn this tutorial, Dr. Elena Rokou presents an in-depth exploration of the BOCR (Benefits, Opportunities, Costs, and Risks) model—a powerful framework for strategic decision-making. The BOCR model provides a structured approach to evaluate and compare the various aspects of a decision, allowing or... Read More |
Python AhpAnpLib Theory 6: Optimization with AHPLevel: AdvancedAuthor(s): Creative Decisions FoundationIn this tutorial, Dr. Elena Rokou delves into the powerful synergy between Analytic Hierarchy Process (AHP) and optimization methods, with a specific focus on resource allocation. Optimization plays a crucial role in decision-making processes, especially when it comes to allocating resources e... Read More |
Python AhpAnpLib Tuotorials 1: How to install Tools neededLevel: BeginnerAuthor(s): Creative Decisions FoundationWelcome to Python AhpAnpLib Tutorials! In this first tutorial, we will guide you through the process of installing the essential tools needed on a Mac and a Windows system to work with the Python AhpAnpLib library. Learn how to set up Visual Studio Code and Python to get started with creating AHP... Read More |
Python AhpAnpLib Tuotorials 2: Installing Python AhpAnpLib libraryLevel: BeginnerAuthor(s): Creative Decisions FoundationWelcome to Python AhpAnpLib Tutorials! In this second episode, we will show you how to install and validate the latest version of the Python AhpAnpLib library. Follow along as we guide you through the installation process step-by-step, ensuring you have the most up-to-date tools for creating AHP/... Read More |
Python AhpAnpLib Tuotorials 3-1d: Reading SuperDecisions model in PythonLevel: AdvancedAuthor(s): Creative Decisions foundationIn this tutorial, we demonstrate a powerful feature that allows users to read SuperDecisions models directly into Python. With this capability, users can seamlessly integrate SuperDecisions models into their Python workflows, enhancing flexibility and efficiency in decision-making processes. All ... Read More |
Python AhpAnpLib Tuotorials 3-5: Sensitivity AnalysisLevel: IntermediateAuthor(s): Creative Decisions FoundationIn this tutorial, we delve into the intricacies of sensitivity analysis and its application in the Analytic Hierarchy Process (AHP) and Analytic Network Process (ANP) models. Learn how to evaluate the impact of parameter variations on decision outcomes using the Python AhpAnpLib. Read More |
Python AhpAnpLib Tutorial 3-1b: Creating an AHP model in Python from an Excel AHP fileLevel: BeginnerAuthor(s): Creative Decisions FoundationIn this tutorial, we will show you how to create an Analytic Hierarchy Process (AHP) model in Python using an existing Excel file with AHP data. We'll guide you through the process of importing the AHP structure and judgments from the Excel file into Python, allowing you to work with the mode... Read More |
Python AhpAnpLib Tutorial 3-3: Calculating resultsLevel: BeginnerAuthor(s): Creative Decisions FoundationIn this tutorial, we dive into the exciting process of calculating results for your Analytic Hierarchy Process (AHP) model. You'll learn how to use the AhpAnpLib library to import your filled-in Excel questionnaire, calculate the pairwise comparison matrices, and derive the priorities of your... Read More |
Python AhpAnpLib Tutorials 3-1a: Creating an AHP model in Python from scratchLevel: BeginnerAuthor(s): Creative Decisions FoundationWe'll dive into the step-by-step process of building the AHP model in this tutorial. You'll learn how to define criteria, set up the hierarchy, and export the pairwise comparisons questionnaire template. Read More |
Python AhpAnpLib Tutorials 3-2a: Eliciting Judgments using an Excel templateLevel: BeginnerAuthor(s): Creative Decisions FoundationIn this tutorial, we will demonstrate how to elicit judgments for your Analytic Hierarchy Process (AHP) model using an Excel template. You'll learn how to fill in pairwise comparison matrices and direct values to capture the relative importance of criteria and alternatives. This hands-on guid... Read More |
Python AhpAnpLib Tutorials 5: Creating Benefits – Opportunities – Costs and Risks modelsLevel: IntermediateAuthor(s): Creative Decisions FoundationIn Tutorial 5, we delve into creating Benefits, Opportunities, Costs, and Risks (BOCR) models using Python and calculating short-term and long-term best decisions. We start by demonstrating how to create these models by importing data from Excel, either from a pre-existing model or from scratch. ... Read More |
Python AppAnpLib Tuotorials 3-1c: Creating a model from a super matrixLevel: AdvancedAuthor(s): Creative Decisions FoundationIn this tutorial, we introduce a method of creating models using a supermatrix. with the supermatrix, goal, criteria, subcriteria, and alternatives, connections will be created automatically, and judgments will be read initially for the priority vectors in the supermatrix. Read More |
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Questionnaire of life satisfactionLevel: BeginnerAuthor(s): Thomas Saaty, H. J. Zoffer, Lirong WeiHow satisfied is each of us with the fulfillment of his life? In this paper after a thorough search of the literature about satisfaction, 58 criteria and subcriteria related to satisfaction or fulfillment were identified and arranged in a hierarchic structure. A process of prioritization known as... Read More |
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Rating ExamplesLevel: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatyThis is an AHP ratings example for giving Salary Raises to Employees. The Ratings approach of AHP is used to rate employees one-at-a-time for their work performance on company criteria. Their performance scores are used to proportionately allocate the money available for salary raises among the e... Read More |
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SHOULD THE UK HAVE BREXITED THE EUROPEAN UNION?Level: BeginnerAuthor(s): Thomas Saaty, Lirong WeiThe European Union is a great and inspired step towards economic unity and in particular financial, social, and political unity. Is it beneficial to the UK and to the world at large in the long run that the UK has broken off from the European Union in its Brexit with dissent coming from Londoners... Read More |
Should the United States Legalize the Sale of Marijuana?Level: BeginnerAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 8: Should the United States Legalize the Sale of Marijuana? "This chapter is written by Jonah Hatfield and Liza Amer... Read More |
SuperDecisions SoftwareLevel: BeginnerAuthor(s): Creative Decisions FoundationThe SuperDecisions software is used for decision-making with dependence and feedback. It implements the Analytic Hierarchy Process (AHP) and the Analytic Network Process (ANP). This software provides tools to create and manage AHP and ANP models, enter your judgments, get results and perform s... Read More |
SuperDecisions Tutorial: AHP Sensitivity AnalysisLevel: BeginnerAuthor(s): Creative Decisions FoundationSensitivity analysis is used to analyze how the priorities of the alternative solutions change as we vary the priority of one or more decision making factors (criteria). Read More |
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The Analytic Hierarchy Process and Human Resource Allocation: Half the StoryLevel: BeginnerAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 11: The Analytic Hierarchy Process and Human Resource Allocation: Half the Story. This is an expository chapter about t... Read More |
The Essentials of the Analytic Network Process with Seven ExamplesLevel: BeginnerAuthor(s): The Super Decisions Software , Thomas SaatyEvery Project should have a summary with the following figures and tables included 1. Title with brief explanation of what the problem is and why a decision is needed. 2. BOCR networks compactly shown 3. Table of the BOCR control criteria, subcriteria and their priorities 4. Table of t... Read More |
The origins of AHPLevel: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatyHow to combine elements with different orders of magnitude in an AHP model? This is an example of using linking pin elements between groups of different magnitudes. Read More |
The Rationality of Punishment - Measuring the Severity of Crimes: An AHP-Based Orders-of- Magnitude ApproachLevel: IntermediateAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 10: The Rationality of Punishment - Measuring the Severity of Crimes: An AHP-Based Orders-of- Magnitude Approach. This ch... Read More |
The Unknown: What to Do About ItLevel: IntermediateAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 2 of the book - The Unknown: What to Do About It This chapter deals with the following ideas: -Augmenting a hierarchic... Read More |
Thomas Saaty on AHP in Prediction, Projection and ForecastingLevel: BeginnerAuthor(s): Creative Decisions FoundationThomas Saaty discusses using AHP to successfully predict presidential elections in the US since Jimmy Carter in 1980. The AHP was used to project when the US economy would turn around in 1990, 2001 and 2008. Outcomes of sporting events have been predicted by combining judgment with statistical da... Read More |
Thomas Saaty on AHP in Prediction, Projection and ForecastingLevel: BeginnerAuthor(s): Thomas Saaty, Creative Decisions FoundationThomas Saaty discusses using AHP to successfully predict presidential elections in the US since Jimmy Carter in 1980. The AHP was used to project when the US economy would turn around in 1990, 2001 and 2008. Outcomes of sporting events have been predicted by combining judgment with statistical da... Read More |
Thomas Saaty on ObjectivityLevel: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatyWhen someone says be objective, what can they possibly mean? Tom Saaty offers his philosophy on objectivity, even our interpretation of numbers is subjective, depending on our purpose. Read More |
Thomas Saaty on prioritizing in a pandemicLevel: BeginnerAuthor(s): Creative Decisions FoundationSaaty in 2006 lecturing about prioritizing in a pandemic. Bird flu in 1997 and the SARS epidemic in 2002 to 2003 had awakened the world to the dangers of a pandemic, but the effects Tom talks about were little mentioned then. We're aware of them now in 2020. Read More |
Tom Saaty on PandemicsLevel: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatySaaty in 2006 lecturing about prioritizing in a pandemic. Bird flu in 1997 and the SARS epidemic in 2002 to 2003 had awakened the world to the dangers of a pandemic, but the effects Tom talks about were little mentioned then. We're aware of them now in 2020. Read More |
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Using Superdecisions software for a hierarchy which has both criteria and subcriteria (complete example)Level: BeginnerAuthor(s): Rafikul IslamIn this video, I have discussed how to use Superdecisions soiftware to find priorities of a set of alternatives on the basis of criteria and subcriteria. Read More |
Using Superdecisions software for a hierarchy with subcriteriaLevel: BeginnerAuthor(s): Rafikul IslamIn this video, the users will know how to use Superdcisions software for an AHP hierarchy which has criteria as well as subcriteria. Read More |
Using Superdecisions software for a simple hierrchy without subcriteriaLevel: BeginnerAuthor(s): Rafikul IslamThis video is for the beginers who want to know how to run Superdecisions software. The AHP hierachy consists of only three levels: Goal, Criteria, and Altenatives. Read More |
Using Superdecisions software to run Ratings model of AHPLevel: BeginnerAuthor(s): Rafikul IslamAHP Ratings model is used to implement Absolute Measurement process of AHP. This is usually used when the hierarchy involves a large number of alternatives. In this video, I have shown how to use Superdecisions software for Ratings model of AHP. Read More |
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Validation Examples of the Analytic Hierarchy Process and Analytic Network ProcessLevel: IntermediateAuthor(s): Thomas SaatyThe document is from Thomas Saaty's unpublished book "New Mathematics and Measurement for the Physical, Social and Life Sciences" finished in 2004. This is chapter 6: Validation Examples of the Analytic Hierarchy Process and Analytic Network Process. " In this chapter, we deal wi... Read More |
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Web System for Medical Diagnosis SupportLevel: IntermediateAuthor(s): Claudio Garuti, Mario SandovalThe medical diagnosis error corresponds to any failure or mistake in the patient care process that leads to the lack of a diagnosis, an incorrect or delayed one. The main reasons for error in medical diagnosis can be grouped into two fundamental pillars: incorrect/inaccurated diagnosis, and lac... Read More |
What is the pairwise comparison matrix?Level: BeginnerAuthor(s): Creative Decisions Foundation, Thomas SaatyThomas Saaty talks about the thinking that led him to develop the reciprocal pairwise comparison matrix and how it systematizes and improves the development of priorities. Read More |