Fuzzy Analytic Hierarchy Process (FAHP) - Using Geometric Mean

[@manojmathew5287]

In 6.15 minutes i have taken 4th root because i have 4 criteria in the fuzzified pair wise comparison matrix.

[@Aalnasser91]

So the nth root will be equal to number of criteria?

[@Mitsu.__.529]

What is the reffrences for this vidio

[@manojmathew5287]

Çalik, A., Paksoy, T., & Pehlivan, N. Y. (2017). Comparison of Methods in FAHP with Application in Supplier Selection. In Fuzzy Analytic Hierarchy Process (pp. 67-98). Chapman and Hall/CRC.

[@littlesakshain15]

Sir I want neutrosophic mcdm method

[@turalgojayev3971]

Professor, can we use the same calculation for the criteria more than 4 (for example 6)?

[@aryelleazevedo224]

Thank to you I finally understood this method. Great video!

[@soumyaranjanpradhan9141]

Thank you so much sir. After a lot of lectures finally I got a jewel one.

[@edmarvaleriogrippdasilveir2367]

Very good! It helped me a lot to better understand the Fuzzy AHP method. I'm still familiarizing myself with the subject and this video was very enlightening. Grateful!!!

[@dr.modevast1953]

Thank you very much,this is very useful for my Ph.D. Research🙏

[@carlosagorreta5276]

Thank you! Really helps understanding what is FAHP about.

[@zulfiqorkhojazoda8827]

Thank you very much for these videos. They are very helpful.

[@viniciusdezem2653]

Hi Manoj, thank you for sharing your knowledge, your videos are really nice!

[@sigokii6952]

Many thanks Professor! This video is of great help!

[@erdifajarferdiansyah2821]

Thank you for your explanation Sir, but how to check consistency index and consistency ratio in FAHP geometric mean?

[@atakanbilgili4373]

Very clearly explained, thanks a lot.

[@kishorbhagwat1032]

Excellent lecture, Thanks a lot sir...

[@tarashankarsharma3372]

at 10:54 min. u said these weights are used for further calculations, i want kind of calculations are there? thanks in advance

[@manojmathew5287]

you can see my previous videos like TOPSIS in which i have directly taken value of weights, these weights are generally calculated using methods like AHP, FAHP etc.

[@tarashankarsharma3372]

Oh I see thanks And also fuzzy aph weight i. e normalised weight at the end doesn't means priority of criteria...?

[@manojmathew5287]

@@tarashankarsharma3372 ya the priorities are calculated in a slightly different way in AHP. I have just shown the weight calculation using AHP

[@elifsezen1801]

You are KING bro thank you so much

[@motebmarei1742]

Hello Professor, thanks a lot for the video. you are explaining one single AHP matrix but what if we AHP data from a survey how should we proceed with the FAHP after ensuring the CR is acceptable. I have data from 16 expert responded to my pairwise comparason

[@santoshamallick]

Hi. Did you get any answer for this?

[@algeria7002]

thank you very much for this useful explanation

[@quynhvu9411]

Thank for your clear and helpful explaination. I have a question that if there are more than 1 expert giving value, how can i calculate the weight? Thanks.

[@personalpersonal3787]

Hi professor. Can we get the final ranking by using fuzzy AHP itself, without using TOPSIS or other methods?

[@novrilihzarazenda1736]

Hello professor, can you tell me How To calculate the fuzzy weight when there are more than one experts in Fuzzy Analytical Hierarchy Process (AHP) with reference? I'm still doing my thesis about this.

[@garp9433]

noises: *fahp fahp fahp fahp fahp* I couldn't help it. Good vid!

[@nowarhable]

your voice it's so clear , so plz do a video to explain how to get average matrix in fuzzy ISM

[@hawinetteso814]

Thank you, professor, for your helpful videos. Would you upload how to check the consistency using the GMM?

[@milandhakal619]

any idea about checking consistency?

[@SuperPwang]

Professor jee, cant wait to see your tutorial on Fuzzy TOPSIS.

[@manojmathew5287]

sure tazii i will upload it within this week

[@SuperPwang]

@@manojmathew5287 thank you so much Professor jee

[@sinnerhein]

how to calculate consistency index for fahp? or is it not required ?thanks

[@manojmathew5287]

The FAHP method given by buckley doesn't give any information about consistency check. Although it is always required to check consistency, when calculating weights using AHP.

[@sinnerhein]

Thanks.Appreciate it much.

[@giking5263]

Thank you so much . It's really helpful ~

[@pradityovirgianto916]

thanks for your video, prof

[@miftachulhuda2798]

hello sir, nice video do you have the reference journal for this FAHP procedure? many journal i found using eigenvector

[@faizabouchraki5580]

if we have a mixed of qualitative and quantitative criteria and we want to use a fuzzy logic how we do it .thank you very much

[@manojmathew5287]

If you have a mixture of qualitative and quantitative values of criteria, then all the qualitative values will be converted to quantitative value using a fuzzy 7 point scale or fuzzy 11 point scale.

[@chokilachokila7212]

How to calculate the these weight-age of the criteria using matlab ?

[@manojmathew5287]

I have not yet developed the matlab code. Once i make it i will upload in my wordpress site

[@durgaprasad2815]

Is there is any reason that you taken the fourth root in caluction of ri

[@manojmathew5287]

yes, because in the example there are 4 criteria. It will change as per number of criteria

[@nguyenriley7765]

Thank you for your video but I have a question. Can I directly use these fuzzy weights for alternative evaluation (using another fuzzy MADM methods) or do I have to normalize the fuzzy weights first? If it's the latter, how can I do that? Note: I still want the weights to be in fuzzy form in my later calculation

[@irzi3168]

Dear Manoj. Your videos are highly inspiring, simple and easy to understand. Just wanted to ask a favour. If you could please upload the reference for the fuzzy scale of relative importance, especially the figure presented at Time 2:22. I shall be grateful. Thanks

[@VikasGupta-ez2tk]

Hi, If We Have 20 respondent data how we can apply Fuzzy AHP?

[@sanjay1982g]

Please Reply Manoj Mathew!!

[@manojmathew5287]

i think by 20 responded data you mean 20 decision makers. Response from 20 decision makers can be taken individually and it can be combined in to a single value using a formula, i have explained that formula in my fuzzy TOPSIS video. Please watch that video in 2.55 minutes onward..

[@sanjay1982g]

Thanks, if the variable are not linguistic even than can we apply Fuzzy AHP?

[@manojmathew5287]

@@sanjay1982g You mean to say that if the performance value Xij is a numeric value then can we use fuzzy logic. "Basically, fuzzy logic is a precise logic of imprecision and approximate reasoning"- Prof. L.A. Zadeh 2008. so if we already have precise crisp value then no need to use fuzzy logic.

[@sanjay1982g]

Respected Sir, Not able to understand. I have numerical Values, still can I apply Fuzzy AHP

[@mohammedhitham5531]

Hi prof can you give a reference that you used (Fuzzy TOPSIS) equation that used to calculate multiple responses

[@nursultankuzembayev3083]

Hello Why do you use a triangular membership functions when the original Buckley's method uses a trapezoidal?

[@maharani1204]

have you found the answer? I'm wondering that too

[@nursultankuzembayev3083]

@@maharani1204 I found information that triangular MF has the best performance Zhao, J., & Bose, B. K. (2002, November). Evaluation of membership functions for fuzzy logic controlled induction motor drive. In IEEE 2002 28th Annual Conference of the Industrial Electronics Society. IECON 02 (Vol. 1, pp. 229-234). IEEE.

[@nowarhable]

Interpretive structural modeling ( ISM ) how I using geometric mean?

[@chokilachokila7212]

Please explain how to calculate CI and CR for fuzzy AHP. To get weighted sum value in Fuzzy, is the original fuzzified matrix multiplied with the fuzzy weights (not normalized)?

[@janbalouch]

Brother i have also same question. if you know any answer for it kindly tell me also

[@Lawerize]

@@janbalouch Hello do you know answer?

[@manojmathew5287]

The CI and CR for fuzzy AHP can be calculated- 1st convert the fuzzy number in pairwise comparison matrix to normal ( crisp) number. Then calculate the CI and CR of pairwise comparison matrix. If the pairwise comparison matrix is consistent then the pairwise comparison matrix obtained from fuzzy numbers will also be consistent.

[@Lawerize]

@@manojmathew5287 Thank you for your answer, sir. So we basically turn fuzzy number in the matrix into crisp numbers with use of center of area method? And then calculate CI and CR of this matrix.

[@iqbalmuzakki8172]

@@manojmathew5287 so we turn the fuzzy number, for exampe 2,3,4 to crisp number 3? and then calculate CI and CR with usual formula that used in conventional AHP?

[@juztinelasquites8945]

thank you for this manoj

[@juztinelasquites8945]

how can I compute for the consistency ratio for Fuzzy AHP?

[@hazwanikarim3761]

Can you suggest any method to calculate consistency ratio for this geometric mean-fuzzy ahp method? If you can comment on Gogus and Boucher 1998 consistency ratio calculation can be applied in Buckley’s FAHP?

[@samanehfesdeghchi2867]

really thank you a perfect video

[@dr.mohammadakhtar5198]

Congratulations Dr. Manoj for posting videos in plain language. Do you have videos for IF-AHP or Spherical fuzzy AHP.

[@vijaysolanki6889]

can we do benchmarking by AHP

[@hejarshahabi114]

thanks a lot for this useful video. But i think you forgot to explain about degree of possibility which is very important in FAHP process and id like to lean it too.

[@manojmathew5287]

Degree of possibility is used in extent analysis method to compare two fuzzy numbers. I'm making video on extent analysis method and upload it soon

[@tapaskumarpaul4982]

Do I have to check consistency in this case?

[@wationgowaranto979]

Many thanks Professor Manoj Mathew, kindly consider a similar tutorial on intuitionistic fuzzy AHP, IT1FAHP and IT2FAHP

[@_rcs]

This is an excellent tutorial! Thanks.

[@jhonchahua6569]

Thank you for your video. I would like to explain to me how calculate the matrix consistency? Please help me

[@janbalouch]

same problem here how to calculate matrix consistency

[@shikhasargam610]

Hello sir, calculation i understood. But what do we depict from these calculation? What is the analysis? Which criteria is ranked how?

[@tarashankarsharma3372]

Do video fuzzy alpha cut

[@aniruddhajogdande4026]

how to calculate fuzzy weight by more than 2 expert ?

[@motebmarei1742]

same problem with me

[@rajeevdixit50588]

How do we calculate the consistency for FAHP? Because now we have 3 values- lower, middle and upper (for triangular membership function). I went through the Buckley's original paper but it didn't mention anything about consistency. How do I prove that the numbers in pairwise comparison are not random and are consistent

[@siddiqueazam]

Hi, How do I check the CR in this case after normalizing the weight? I mean for FAHP using geometric mean?

[@saarasayuatikah704]

That helps a lot, but sir, how do you calculate consistency index with this F-AHP method?

[@janbalouch]

well i also want to calculate the fuzzy ahp consitency, do u have any idea how to calculate it

[@patelmanojbhagvanjee6043]

Can I have the example explained particularly for MACBETH AND TOPSIS INDIVIDUALLY

[@tusher9110]

sir can please provide the reference book related to this topic

[@sachin0721]

sir can you please explain fuzzy Topsis in matlab with one journal example? please please

[@Risktaker-q2n]

how can I do FAHP for so many indicators?

[@MohamedAli-nz3ot]

Kindly, what about the other matrcies between every attribute and alternatives and final decision?

[@sandhyasah4546]

Can you upload codes for fuzzy ahp using matlab

[@almasbegum3988]

sir can you pls share video on trapezoidal calculation

[@kishorejohn5577]

Prof. Manoj, Suppose you are using this same method in obtaining responses from multiple experts. Suppose then we want to aggregate their inputs using AIP (Aggregate of Individual Priorities). What method will you use? Can we use Geometric mean for that as well? Kindly advise.

[@arjunsaha6359]

Thanku very much sir for this presentation. But i have one question, how can we calculate consistency in FAHP ??? In Kannan sir's work i have seen that he calculate it, but how, it has not described there..

[@davidproano1165]

Good video !!

[@Uzma-Khaliq]

Hi Sir, when we have 37 responders then how to take an average of all pairwise matrices using geometric mean?

[@janbalouch]

you have to solve all the matrices individually. then at last you may take averages. another way you can check the video of TOPSIS kzbin.info/www/bejne/sGKbaXiHqryCfbc

[@janbalouch]

Uzma do you know how to check the consistency of Fuzzy AHP matrices?

[@manojmathew5287]

You can check the consistency of fuzzy AHP by calculating the consistency of equivalent non-fuzzy matrix created in AHP.

[@janbalouch]

@@manojmathew5287 Thanks sir.

[@yusuftarkaltunbas9611]

Thank you amir khan

[@rasoolhasan2089]

Thank you so much

[@mrleevlogs1082]

sir please share the excel file to calculate fuzzy ahp pairwise comparison and weights and alternatives wrt to criteria weights if possible

[@geosophie]

Thank you.

[@edytaszczepanska339]

Hello, thank you for your helpful videos! How can we obtain the final ranking from this? Best regards

[@manojmathew5287]

After calculating weights of the criteria you can use Fuzzy TOPSIS or similar methods to calculate the final ranking of the alternative.

[@edytaszczepanska339]

@@manojmathew5287 Ok, thank you :)

[@srinivasanbalan2469]

Hi Manoj, In 9.23, we need to multiply and take square root because we have multiplied 2 criteria. You didn't do that. Is there any reason for that?

[@AA-yq9os]

Thank you it's really a high level. Please Sir explain us XOR-AHP

[@muharodansidik1882]

is this buckley's theory???? i need help for my thesis :'

[@jyotdeepsingh8018]

Hi! Congratulations on posting this informative video. Can you please how can we calculate the consistency ratio in Fuzzy AHP as we had done in the normal AHP. Thanks in advance.

[@manojmathew5287]

The FAHP method given by buckley doesn't give any information about consistency check. Although it is always required to check consistency, when calculating weights using AHP.

[@rizahmurseli]

Which method you used, Buckley or Chang?

[@manojmathew5287]

buckley

[@rizahmurseli]

Can you post a similar Chang approaches demonstration in KZbin?

[@manojmathew5287]

@@rizahmurseli ya sure i will make once i get some time.

[@hamnazahid8191]

thankyou so much.

[@yossrahannachi9888]

thanks

[@kumarsunil7840]

can i get your PPT sir?

[@SSGSolarSystemGaming]

Sir if I want to consider trapezoidal membership function instead of triangular membership function then what would be the crisp numeric values in terms of fuzzy numbers. For triangular membership function the fuzzy number of crisp value 3 is (2,3,4) then what would be the fuzzy number in case of trapezoidal membership function....pls sir help me...

[@nurulsyahindahjasni9023]

Im doing a study on trapezoidal membership function. I developed the trapezoidal MF based on triangular MF. But you need to draw a graph first so that you can clearly see the scales overlapping.

[@sancontents]

Thank you ^_^

[@lalitrajput238]

Sir can you please make a video on How can we calculate consistency index of fuzzy ago method ?

[@deleafolabi782]

please who can put me through the methodology of FAHP application

[@abymathew6142]

Hello Broooooooo

[@milagrosvaldiviezo8620]

Andres dice que esta MAL

[@rishabhmittal2215]

Any1 here doing research on optimization in fuzzy??

[@mohammedhitham5531]

Hi prof can you give a reference that you used (Fuzzy TOPSIS) equation that used to calculate multiple responses