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Sensitivity analysis for Fuzzy AHP using fuzzy membership tools

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12-04-2023 07:28 AM
MortezaTasbandi
New Contributor

Hello dear community members,

I am working on my thesis about spatial analysis for water infrastructures by integrating AHP and fuzzy logic in GIS. I used fuzzy memberships to assign fuzzy values to my raster layers. By calculating weights for my criteria and associated classes through AHP out of GIS, I could use weighting overlay to produce my maps for AHP method, and fuzzy overlay to produce maps for Fuzzy AHP. Now, I want to compare two models, I mean AHP and FuzzyAHP. My questions are:

How can I compare two models? 

How do I perform sensitivity analysis when I do not have access to weights in fuzzy AHP?

What should I use instead of sensitivity analysis to compare them?

Also, I do not have any historical data.

I would appreciate it if you provided the answers.

Best wishes,

Morteza

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