Resources

Resource results for topic: AHP

AHP Mathematical Calculations and Inconsistency

Level: Intermediate
Author(s): John Saaty
Decision 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...

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AHP and ANP for beginners - Dependence and Feedback in Single Networks

Level: Beginner
Author(s): Thomas Saaty
This 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.

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How did Thomas Saaty come up with the 1-9 AHP scale?

Level: Beginner
Author(s): Creative Decisions Foundation, Thomas Saaty
The video explored the 1-9 scale that is used in AHP and ANP.

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Comparing Apples

Level: Beginner
Author(s): Creative Decisions Foundation, Thomas Saaty
Thomas 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...

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The origins of AHP

Level: Beginner
Author(s): Creative Decisions Foundation, Thomas Saaty
How 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.

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AHP Introductory Example: Predicting Drinks Consumption in USA

Level: Beginner
Author(s): Creative Decisions Foundation, Thomas Saaty
Thomas Saaty presents an introductory AHP example where you try to estimate the drinks consumption in USA.

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AHP Introductory Example: School Selection

Level: Beginner
Author(s): Creative Decisions Foundation, Thomas Saaty
Thomas 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.

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Rating Examples

Level: Beginner
Author(s): Creative Decisions Foundation, Thomas Saaty
This 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...

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Thomas Saaty on AHP in Prediction, Projection and Forecasting

Level: Beginner
Author(s): Thomas Saaty, Creative Decisions Foundation
Thomas 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...

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AHP Theory and Math

Level: Intermediate
Author(s): Thomas Saaty
The 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...

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Architectural Design by AHP

Level: Beginner
Author(s): Miguel H. Beltran, Thomas Saaty
The 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...

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Designing Mouse trap and Catamaran with AHP

Level: Beginner
Author(s): Thomas Saaty
To 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.

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The Essentials of the Analytic Network Process with Seven Examples

Level: Beginner
Author(s): The Super Decisions Software , Thomas Saaty
Every 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...

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Web System for Medical Diagnosis Support

Level: Intermediate
Author(s): Claudio Garuti, Mario Sandoval
The 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...

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Architectural Design by the Analytic Hierarchy Process

Level: Beginner
Author(s): Thomas Saaty, 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 was develop to satisfy the family's needs by considering the size of the lot, the...

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AHP Cartoon in English

Level: Beginner
Author(s): The analytic sciences corporation
An illustrated guide to the Analytic Hierarchy Process in English

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AHP Cartoon in French

Level: Beginner
Author(s): Creative Decisions Foundation
An illustrated guide to the Analytic Hierarchy Process in French

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AHP Cartoon in Italian

Level: Beginner
Author(s): Creative Decisions Foundation
An illustrated guide to the Analytic Hierarchy Process in Italian

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Meaningless number crunching

Level: Beginner
Author(s): Thomas Saaty
Numbers need to be interpreted as to how they serve your purpose; otherwise they are meaningless. Here are some examples.

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Peruvian Hostage Crisis

Level: Beginner
Author(s): Thomas Saaty, Enrique Mu
MRTA 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!

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AHP/ANP Decision Course Guideline

Level: Intermediate
Author(s): Thomas Saaty
This outline is for AHP ANP Decision courses. Each lecture lasts 3 hours for 7 weeks

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On the Measurement of Intangibles Relative Measurement Derived from Paired Comparisons

Level: Intermediate
Author(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 1 of the book: On the Measurement of Intangibles, Relative Measurement Derived from Paired Comparisons. Nearly all of ...

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The Unknown: What to Do About It

Level: Intermediate
Author(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 2 of the book - The Unknown: What to Do About It This chapter deals with the following ideas: -Augmenting a hierarchic...

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Projecting Average Family Size in Rural India by the Analytic Hierarchy Process

Level: Intermediate
Author(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...

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A New Approach to the Middle East Conflict: the Analytic Hierarchy Process

Level: Intermediate
Author(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 4: A New Approach to the Middle East Conflict: the Analytic Hierarchy Process In most long-lasting conflicts, each par...

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SuperDecisions Software

Level: Beginner
Author(s): Creative Decisions Foundation
The 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...

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Questionnaire of life satisfaction

Level: Beginner
Author(s): Thomas Saaty, H. J. Zoffer, Lirong Wei
How 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...

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Validation Examples of the Analytic Hierarchy Process and Analytic Network Process

Level: Intermediate
Author(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 6: Validation Examples of the Analytic Hierarchy Process and Analytic Network Process. " In this chapter, we deal wi...

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Modeling the Graduate Business School Admissions Process

Level: Beginner
Author(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 7: Modeling the Graduate Business School Admissions Process. "In this chapter, we try to capture the overall decisio...

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An Innovative Orders-of-Magnitude Approach to AHP-Based Mutli-criteria Decision Making

Level: Intermediate
Author(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 9: An Innovative Orders-of-Magnitude Approach to AHP-Based Mutli-criteria Decision Making. "In what follows, we firs...

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The Rationality of Punishment - Measuring the Severity of Crimes: An AHP-Based Orders-of- Magnitude Approach

Level: Intermediate
Author(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 10: The Rationality of Punishment - Measuring the Severity of Crimes: An AHP-Based Orders-of- Magnitude Approach. This ch...

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The Analytic Hierarchy Process and Human Resource Allocation: Half the Story

Level: Beginner
Author(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 11: The Analytic Hierarchy Process and Human Resource Allocation: Half the Story. This is an expository chapter about t...

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Fulfillment of Life

Level: Beginner
Author(s): Thomas Saaty, H J Zoffer, Lirong Wei
Is 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...

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SHOULD THE UK HAVE BREXITED THE EUROPEAN UNION?

Level: Beginner
Author(s): Thomas Saaty, Lirong Wei
The 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...

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SuperDecisions Tutorial: AHP Sensitivity Analysis

Level: Beginner
Author(s): Creative Decisions Foundation
Sensitivity 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).

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Thomas Saaty on AHP in Prediction, Projection and Forecasting

Level: Beginner
Author(s): Creative Decisions Foundation
Thomas 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...

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Python AhpAnpLib Tuotorials 1: How to install Tools needed

Level: Beginner
Author(s): Creative Decisions Foundation
Welcome 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...

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Python AhpAnpLib Tuotorials 2: Installing Python AhpAnpLib library

Level: Beginner
Author(s): Creative Decisions Foundation
Welcome 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/...

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Python AhpAnpLib Tutorials 5: Creating Benefits – Opportunities – Costs and Risks models

Level: Intermediate
Author(s): Creative Decisions Foundation
In 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. ...

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Python AhpAnpLib Tutorials 3-1a: Creating an AHP model in Python from scratch

Level: Beginner
Author(s): Creative Decisions Foundation
We'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.

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Python AhpAnpLib Tutorial 3-1b: Creating an AHP model in Python from an Excel AHP file

Level: Beginner
Author(s): Creative Decisions Foundation
In 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...

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Python AhpAnpLib Tutorials 3-2a: Eliciting Judgments using an Excel template

Level: Beginner
Author(s): Creative Decisions Foundation
In 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...

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Python AhpAnpLib Tutorial 3-3: Calculating results

Level: Beginner
Author(s): Creative Decisions Foundation
In 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...

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Python AhpAnpLib Theory 1: Introduction to AHP

Level: Beginner
Author(s): Creative Decisions Foundation
Welcome 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...

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Python AhpAnpLib Theory 2: Structuring AHP Model

Level: Beginner
Author(s): Creative Decisions Foundation
In 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...

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Python AhpAnpLib Theory 3: Ratings model

Level: Intermediate
Author(s): Creative Decisions Foundation
In 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...

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Python AhpAnpLib Theory 5: BOCR model

Level: Intermediate
Author(s): Creative Decisions Foundation
In 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...

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Python AhpAnpLib Theory 6: Optimization with AHP

Level: Advanced
Author(s): Creative Decisions Foundation
In 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...

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Python AppAnpLib Tuotorials 3-1c: Creating a model from a super matrix

Level: Advanced
Author(s): Creative Decisions Foundation
In 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.

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Python AhpAnpLib Tuotorials 3-1d: Reading SuperDecisions model in Python

Level: Advanced
Author(s): Creative Decisions foundation
In 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 ...

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Python AhpAnpLib Tuotorials 3-5: Sensitivity Analysis

Level: Intermediate
Author(s): Creative Decisions Foundation
In 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.

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