Gray wolf Optimization Algorithm (GWO) - PART 2 How to Initialize the Grey Wolf Population and Calculate Fitness value for each wolf? kzitem.info/news/bejne/jpCCy4VqhJVzh44
@balajinaik07
4 жыл бұрын
Madam will you please explain krill herd optimization algorithm??
@leonardmensah6781
3 жыл бұрын
How I wish KZitem can enable 1000000 LIKES and I will give all to this video. Thank you very much mum.
@MuhammadShahzad-dx5je
3 жыл бұрын
Thankyou so much mam for explaining it in such a smooth way!
@RitikaxRayPixy
3 жыл бұрын
Keep watching
@citizencitizen3040
3 жыл бұрын
It's easy to understand. Once again, Thank you so much, mam. Background sound mix gives originality to the algorithm.
@SajjadAli-gg6ih
4 жыл бұрын
Wow That's really good to understand the GWO . Congratulations you are good teacher . God bless you
@RitikaxRayPixy
4 жыл бұрын
Thank you! 😃
@dr.priyankashomeopathy
4 жыл бұрын
wow amazing, i like the concept and that omega wolf the most !
@RitikaxRayPixy
4 жыл бұрын
😌 HappyLearning
@leonardmensah6781
3 жыл бұрын
Thank you very much mum. Please can you any book that will help me to increase knowledge in this nature inspired algorithms. And please what programming language is best for implementation. (MATLAB OR PYTHON) THANK YOU VERY MUCH AM REALLY LEARNING AND GETTING MOTIVATED BY YOUR VIDEOS.
@RitikaxRayPixy
3 жыл бұрын
Hello @LEONARD Glad it helped :) You can learn from this book www.amazon.com/dp/3319082620/ref=as_sl_pc_qf_sp_asin_til?tag=pixylab-20&linkCode=w00&linkId=b39c223f211e2f81d77978388e85f6d9&creativeASIN=3319082620
@justwiredme
Жыл бұрын
Thank you this Topic is so hard to find
@RitikaxRayPixy
Жыл бұрын
Welcome 😇 #HappyLeaning
@ahmadjarifyeasir6610
4 жыл бұрын
Can you please explain Chaotic Grey Wolf Optimization Algorithm?
@RitikaxRayPixy
4 жыл бұрын
Sure :) #HappyLearning All the best for research work.
@kedirnigatu2167
3 ай бұрын
I want Grey Wolf Optimizer algorithm in wireless sensor network
@domim4911
Жыл бұрын
Thank you very much :)
@RitikaxRayPixy
Жыл бұрын
You're welcome!
@jenniferjummai1376
3 жыл бұрын
I have been trying to use the gray wolf optimizer for feature selection using python. There are a lot of challenges, I would like you to please help me.
@JyotiYadav-yu2cx
3 жыл бұрын
Can we use GWO for Computation offloading in fog compting How to do intermediate steps mapping with problem
@andreeatoma5262
4 жыл бұрын
This was a very helpful video, especially because of the practical example. I have a question , do you think that this algorithm will be suited to predict how likely is an individual to get a specific disease based on current sympthoms ,pathology and age? Thank you in advance for your invested time .
@RitikaxRayPixy
4 жыл бұрын
Hello, You can apply this algorithm. Check the link below: Diagnosis of Parkinson’s disease using modified grey wolf optimization www.researchgate.net/publication/329700928_Diagnosis_of_Parkinson's_disease_using_modified_grey_wolf_optimization All the Best for Research Work. #happyLearning 😇
@nithyaganesh3163
3 жыл бұрын
in all the swarm intelligence, we are initializing ,applying fitness to check the calculated value, then update if its better result,repeat until reaching the required result. correct? can you say how to differentiate them? which one is better than other for which kind of problem?
@RitikaxRayPixy
3 жыл бұрын
@Nithya This is optimization algorithm. In each generation we are doing optimization. Optimum value / minimum fitness value is best.
@jayantbhardwaj4694
3 жыл бұрын
Nitya madam actually a mathematical model first had to be selected like baysean. Then throught these bioinspired algo. the paratmeters of that model is optimized. The paramete variables are taken as input to model. @ritika i am right??
@deepthibolukonda8129
3 жыл бұрын
Can u please explain me crow search algorithm and what is awareness probability and how it changes w.e.f. values and effective factor for new position.
@RitikaxRayPixy
3 жыл бұрын
Hello @Deepthi please check this Crow Search Algorithm Step-by-Step with Example ~xRay Pixy kzitem.info/news/bejne/qZCNmJ56inOio4o&ab_channel=RitikaxRayPixy
@jeevatetrex2615
3 жыл бұрын
Nice presentation Mam, How can we select co efficient factors
@prasunsanki
3 жыл бұрын
Dear Madam, I shall be grateful if you please explain Moth Flame Optimization and if possible show some numerical example. Thanking you in advance.
@vijethau8371
4 жыл бұрын
The magnifier cursor is really disturbing. Very hard to concentrate with that thing moving around
@RitikaxRayPixy
4 жыл бұрын
@vijetha, yes! I stop using magnifier after this video :)
@RitikaxRayPixy
4 жыл бұрын
Check GWO PART 2, here magnifier is not used. Gray wolf Optimization Algorithm (GWO) |for FITNESS VALUE, POPULATION|MATLAB|(Part - 2)~xRay Pixy kzitem.info/news/bejne/jpCCy4VqhJVzh44
@sridharbandharam8218
2 жыл бұрын
hello, The way of presenting and explanation is really awesome... your videos are helping a lot for the research work. Kudos to u.. Could u pls explain all members based optimizer (AMBO) in your style.
@RitikaxRayPixy
2 жыл бұрын
As soon as Possible :)
@RitikaxRayPixy
Жыл бұрын
All Members-Based Optimizer (AMBO) || STEP-BY-STEP || ~xRay Pixy kzitem.info/news/bejne/tY1jvX-ti5loomk
@ravisharma4723
3 жыл бұрын
Thank you for the video
@RitikaxRayPixy
3 жыл бұрын
You're welcome :)
@tamilselvan9455
2 жыл бұрын
Excellent explanation, could you please provide information about jellyfish algorithm.
@RitikaxRayPixy
2 жыл бұрын
As Soon as Possible!
@tamilselvan9455
2 жыл бұрын
@@RitikaxRayPixy Thank you
@RitikaxRayPixy
2 жыл бұрын
Jellyfish Search Optimizer Step-by-Step with Example ~xRay Pixy kzitem.info/news/bejne/zpensmWDfomhlII
@قناةالمهندس-ت7ه
Жыл бұрын
Sir: thank you for this prisantation . Im need this chapter in pdf if that possepel .thanks
@shahzadahmad1224
3 жыл бұрын
very nice explanation ma'am i couldn't find such good video on GWO on you tube. Ma'am could you please explain how we can use Grey wolf optimization for optimizing key values in cryptography algorithm. It's an humble request.
@RitikaxRayPixy
3 жыл бұрын
Hello @shazad Will try :)
@shahzadahmad1224
3 жыл бұрын
@@RitikaxRayPixy Thanks ma'am
@babithalincy3686
4 жыл бұрын
Good job mam...can you explain in other video, how this GWO used in image classification using deep learning problems instead of normal ADAM optimizers?
@RitikaxRayPixy
4 жыл бұрын
okay! I will try to explain.
@Jyotiyadav-tr3hs
2 жыл бұрын
could you explain multiobjective GWO algorithm
@RitikaxRayPixy
2 жыл бұрын
ASAP!
@ausmx943
3 жыл бұрын
Thank you for this details please we want to discuss Bee colony and others
@RitikaxRayPixy
3 жыл бұрын
Hello @Aus I am working on Crow search algorithm. Till than you can check this: Meta-heuristic Algorithms kzitem.info/door/PLVLAu9B7VtkaX0P_m7u8R1_eMqv6hLv0l
@dr.rakeshkumaryadav6909
4 жыл бұрын
plz share the notations abbreviations.. Very nice.. Thanking you.
@RitikaxRayPixy
4 жыл бұрын
hello @Rakesh Grey wolf algorithm notations abbreviations..?
@teresadaphne353
2 жыл бұрын
Hello. I will be doing my research using gwo on distribution system of recloser placement. I just wonder, gwo did the calculation to obtained new value of best solution & best optimal value. Did the gwo work as it recalling the minimal number if func obj or it is work to calculate the new value of fitness and display new position?
@somapm187
2 жыл бұрын
Hi,please tell me what is the objective function of this algorithm?
@RitikaxRayPixy
2 жыл бұрын
You can use objective functions from research papers for testing. for more details you can watch: Grey wolf optimization algorithm (GWO) - PART 1,2,3, kzitem.info?,list=PLVLAu9B7VtkZqqm0-94VpKo_kL63HCaFd
@sujans4
4 жыл бұрын
excellent explanation of GWO algorithm with examples. Could you please explain the mathematical model of GWO algorithm for solving/optimization task scheduling NP-Hard problem in Cloud Network?
@RitikaxRayPixy
4 жыл бұрын
Thank you 😇 TASK = Explain the mathematical model of GWO algorithm for solving/optimization task scheduling NP-Hard problem in Cloud Network. I will try it. #happyLearning
@sujans4
4 жыл бұрын
@@RitikaxRayPixy unable to download associate software of the paper "www.hindawi.com/journals/cin/2019/2981282/" from ddl.escience.cn/f/Erl2. Could you please help me share it in my email ersujan@gmail.com
@ravisharma4723
3 жыл бұрын
Should xt value always be a positive value.
@RitikaxRayPixy
3 жыл бұрын
It depands. please check this GREY WOLF OPTIMIZATION | Wolf Score | Wolf Fitness Value Comparision| Position Update Example Solved kzitem.info/news/bejne/0qZjtqiMrGSGf4o
@ravisharma4723
3 жыл бұрын
Thanks
@umabharathis128
3 жыл бұрын
very useful thankyou.
@RitikaxRayPixy
3 жыл бұрын
Glad it was helpful!😇
@omarelsayed5001
Жыл бұрын
Can this algorithm solve a constrained optimization problem? .. because I coudn't find a way to add my objective fn constraints to the code
@RitikaxRayPixy
Жыл бұрын
Yes
@JyotiYadav-yu2cx
3 жыл бұрын
How to select population based metaheuristic algorithm for a problem
@RitikaxRayPixy
3 жыл бұрын
Hello @Jyoti In metaheuristic algorithm, we can initialize population randomly. In Genetic Algorithm, we can select population. Metaheuristic Optimization Algorithm Basic Fundamentals ~xRay Pixy kzitem.info/news/bejne/sZBn0Z6tk5Ghn2k
@habibekabadiakite1218
3 жыл бұрын
Please have you a video for whale optimization ?
@RitikaxRayPixy
3 жыл бұрын
Yes please check this:Whale optimization algorithm step by step kzitem.info/door/PLVLAu9B7VtkYQUit4i4hmnJxhiZNI70BH
@ashishdehariya3947
4 жыл бұрын
Dear ma'am, please tell me how to decide the number of iterations with respect to the data sample.
@RitikaxRayPixy
4 жыл бұрын
Hello @ASHISH, According to this algorithm they used 500 max. iterations Check this MATLAB code for more details: www.mathworks.com/matlabcentral/fileexchange/44974-grey-wolf-optimizer-gwo
@AbdullahAAlwan
3 жыл бұрын
Thanks for your video. How compensate in the equations to calculate the value of A and C? we have the value of a=2 and r which the value I apply in equations
@RitikaxRayPixy
3 жыл бұрын
Please check this: Gray wolf Optimization Algorithm (GWO) |for FITNESS VALUE, POPULATION|MATLAB|(Part - 2)~xRay Pixy kzitem.info/news/bejne/jpCCy4VqhJVzh44 Grey Wolf Optimization Algorithm |Step-by-Step | using Example |Wolf Score and Fitness Comparison | kzitem.info/news/bejne/0qZjtqiMrGSGf4o
@AbdullahAAlwan
3 жыл бұрын
Tank you so much
@AbdullahAAlwan
2 жыл бұрын
Hi .Can you send me Power point file ? because your mouse that affected on the show and i want to take some slide .
@jayantbhardwaj4694
3 жыл бұрын
Nice ritika. Also make such video for Bird swarm optimization.
@RitikaxRayPixy
3 жыл бұрын
Will try
@SaraH-kg4hx
3 жыл бұрын
Thank you for the vidéo can we apply GWO in shortest path and routing problems ?
@RitikaxRayPixy
3 жыл бұрын
Yes you can
@wationgowaranto979
3 жыл бұрын
Thank you for this tutorial..Can we apply Greywolf optimization for feature selection?
@RitikaxRayPixy
3 жыл бұрын
Yes, you can Grey Wolf Optimizer-Based Feature Selection Methods for Classification www.researchgate.net/publication/337196893_A_Review_of_Grey_Wolf_Optimizer-Based_Feature_Selection_Methods_for_Classification
@rehabhamza2774
2 жыл бұрын
I want the code of algorithm
@SaraH-kg4hx
3 жыл бұрын
Thank you for the video, Can we apply GWO for shortest path and routing problems?
@RitikaxRayPixy
3 жыл бұрын
Yes you can! Please check this paper : A SOLUTION FOR TRAVELING SALESMAN PROBLEM USING GREY WOLF OPTIMIZER ALGORITHM www.researchgate.net/publication/328130623_A_SOLUTION_FOR_TRAVELING_SALESMAN_PROBLEM_USING_GREY_WOLF_OPTIMIZER_ALGORITHM
@SaraH-kg4hx
3 жыл бұрын
@@RitikaxRayPixy thank you very much
@bolivarcalvache8523
4 жыл бұрын
hello, I am from Ecuador. I´m working on my thesis about this algorithm, you could provide me some other example as all the steps of GWO are developed please
@RitikaxRayPixy
4 жыл бұрын
Hello, You need other examples regarding this algorithm? or Regarding other Optimization algorithms?
@princyvictor4555
4 жыл бұрын
@@RitikaxRayPixy yes ma'am
@kumarparth444
4 жыл бұрын
Please tell about fitness value and wolf score
@RitikaxRayPixy
4 жыл бұрын
sure! soon
@RitikaxRayPixy
4 жыл бұрын
Gray wolf Optimization Algorithm (GWO) - PART 2 How to Initialize the Grey Wolf Population and Calculate Fitness value for each wolf? kzitem.info/news/bejne/jpCCy4VqhJVzh44
@soniyausgaonkar7636
4 ай бұрын
madam can this algorithm take feature maps as input?
@RitikaxRayPixy
4 ай бұрын
Yes
@alafsonsamosir7236
4 жыл бұрын
Hey, I have questions. What makes GWO better than other Meta-heuristic method such as PSO and GA? Please answer me!
@alafsonsamosir7236
4 жыл бұрын
I need this for my thesis. My thesis is using GWO for economic dispatch problems :)
@RitikaxRayPixy
4 жыл бұрын
Hello, @Alafson The GWO algorithm is able to provide very competitive results compared to these well-known meta-heuristics. You can take help from this Research paper: www.researchgate.net/publication/260010809_Grey_Wolf_Optimizer #happyLearning
@alafsonsamosir7236
4 жыл бұрын
@@RitikaxRayPixy thankyouu
@unknowntopichaha
3 жыл бұрын
Hi Miss Pixy. Could you explain how to get Db = 39 from Db = |4.11 - 1|?
@RitikaxRayPixy
3 жыл бұрын
Hello @MN Rohman Please check part 2 with more details and accuracy Grey Wolf Optimization Algorithm |Step-by-Step | using Example |Wolf Score and Fitness Comparison | kzitem.info/news/bejne/0qZjtqiMrGSGf4o
@RitikaxRayPixy
3 жыл бұрын
Db = (4*11 - 1) = 43
@megherbich5746
3 жыл бұрын
Where can l find the matlab code source?
@RitikaxRayPixy
3 жыл бұрын
Please check this grey wolf optimization matlab code in.mathworks.com/matlabcentral/fileexchange/44974-grey-wolf-optimizer-gwo
@souadmassi7683
4 жыл бұрын
Thank you and greetings from Algeria Could you please make a video about cukoo search algorithm (CS)?
May i know list of the meta-heuristic algorithm your going to explain ??
@RitikaxRayPixy
4 жыл бұрын
hello @Balaji I want to explain every single meta-heuristic algorithm 😇 next Bat Algorithm part 2 & genetic algorithm then let's see next.
@balajinaik07
4 жыл бұрын
@@RitikaxRayPixy It would be good if you explain krill herd optimization algorithm as well. another point here i will mention that you have given example of cuckoo search optimization (Cuckoo Search Algorithm Step-by-Step Explanation using Example )and particle swarm optimization (second video of pso), it would be good if you can explain same way GWO algorithm as well.
@RitikaxRayPixy
4 жыл бұрын
yes i uploaded same way for GWO as i did for CS and PSO Check this one: Gray wolf Optimization Algorithm (GWO) |for FITNESS VALUE, POPULATION|MATLAB|(Part - 2)~xRay Pixy kzitem.info/news/bejne/jpCCy4VqhJVzh44 😇
@madhuril1397
3 жыл бұрын
Hello mam, can this GWO algorithm be used for intrusion detection systems?
@RitikaxRayPixy
3 жыл бұрын
Hello @Madhuri please check Intrusion Detection System with Grey Wolf Optimizer (GWO) dergipark.org.tr/en/download/article-file/964258
@madhuril1397
3 жыл бұрын
Mam, thanks a lot
@muntedme203
3 жыл бұрын
What can this be used for?
@RitikaxRayPixy
3 жыл бұрын
Hello @Munted You can use this for: Optimization problems optimize engineering design problems
@ramyakarri7064
3 жыл бұрын
Mam can u pls do invsive weed optimization in detail
@RitikaxRayPixy
3 жыл бұрын
Yes! Soon!
@ramyakarri7064
3 жыл бұрын
Thank you mam
@RitikaxRayPixy
3 жыл бұрын
Invasive weed optimization algorithm (IWO) Step-by-Step Explanation with Numerical Example kzitem.info/news/bejne/l6WQvJOMbZ2dqGU
@eng.mohammedal-azab7783
4 жыл бұрын
Can you please help me Find the reference solutions For Digital image processing and analysi Second edition Scott e umbaugh
@RitikaxRayPixy
4 жыл бұрын
I can try :)
@rajofabhisek
3 жыл бұрын
mam how can it help in mining production optimization, can u help
@alisabaawi6756
3 жыл бұрын
Hello, could provide us with a video related to the emperor penguin colony algorithm?
can we apply this algorithm for supply chain optimal cost?
@RitikaxRayPixy
3 жыл бұрын
Hello, @Nithya Yes, You can apply this for : supply chain optimal cost optimization. For reference please check this research paper: Optimization of production time in the multi-pass milling process via a Robust Grey Wolf Optimizer www.researchgate.net/publication/309293831_Optimization_of_production_time_in_the_multi-pass_milling_process_via_a_Robust_Grey_Wolf_Optimizer #happyLearning
@nithyaganesh3163
3 жыл бұрын
@@RitikaxRayPixy thanks a lot. I ll contact you in future also when i get doubt.
@ausmx943
3 жыл бұрын
I recommend to remove zoom tool please
@RitikaxRayPixy
3 жыл бұрын
Hello @Aus We stop using zoom tools after this video :) Thanks for feedback.
Please do not use the magnifier in your next videos, it is irritating.
@RitikaxRayPixy
3 жыл бұрын
Hello @Nauman, Thank you for +ve feedback. I already stop using magnifier after this video :)
@sapanjabar7929
2 жыл бұрын
Thank you for this wonderful explanation, I am working on this algorithm in my thesis for selection of best pixels between a few images and I have more than one objective function, and creating a new image, but unfortunately till now I have not any results. Would this algorithm can give me result in this field? Can I have your email address? Thanks
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