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GWO In Hindi || Step-By-Step|| ~xRay Pixy

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Learn Grey Wolf Optimizer Step-by-Step using examples in Hindi. Video Chapters: Grey Wolf Optimizer 00:00 Introduction 00:47 Topics Covered 01:28 Grey Wolf Real-life Behavior 04:35 GWO Simulation 09:36 GWO Step-By-Step 16:50  GWO Applications 17:07 GWO Advantages 17:22 GWO Disadvantages 17:29 Conclusion Grey wolves, in the wild, have a natural ability to locate prey and encircle it during a hunt. This process is led by the alpha wolf , with occasional help from the beta and delta wolves . The remaining wolves (omegas) follow the leaders' guidance. In optimization problems, however, the location of the optimal solution (the "prey") is unknown. To mimic this behavior in the Grey Wolf Optimizer (GWO), we make some assumptions: Alpha, beta, and delta are considered the top three best solutions found so far. These three "leader wolves" guide the movement of all other solutions (search agents or omegas). Grey Wolf Optimizer (GWO) is directly inspired by the social ...
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Multi-Objective Particle Swarm Optimization || Numerical Example || Step...

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Learn Multi-Objective Particle Swarm Optimization Step-By-Step. Video Chapters: Multi-Objective PSO 00:00 Introduction 00:46 Multi-Objective Optimization 02:55 MOO Applications 04:00 Example 1 Multi-Objective Optimization Problem 07:26 Example 2 Multi-Objective Optimization Problem 08:25 Methods for Multi-Objective Optimization 09:50 Multi-Objective Particle Swarm Optimization 12:00 Example 3 Multi-Objective Optimization Problem 17:58 STEPS for Multi-Objective Particle Swarm Optimization 21:55 Conclusion 
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Capuchin Search Algorithm || Step-By-Step || with Example ~xRay Pixy

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Learn the Capuchin Search Algorithm Step-By-Step with Example 00:00 Introduction 01:04 About Capuchin 02:57 Leader 04:46 Capuchin Movements 05:42 Capuchin Strategies  07:37 Capuchin Search Algorithm Steps 23:55 Conclusion
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Firefly Algorithm In Python || Step-By-Step || ~xRay Pixy

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Learn how to implement the Firefly Algorithm in Python. Video Chapters: FA in Python 00:00 Introduction 00:22 FA Steps 01:09 FA Using Python Code 14:48 Result
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Cuckoo Search Using Python Code || Step-By-Step || ~xRay Pixy

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Learn Cuckoo Search via Levy Flights in Python Step-By-Step Video Chapters: CS in Python 00:00 Introduction 03:44 Objective Function 04:12 Population Initialization 05:58 Apply Cuckoo Search Algorithm 07:54 CS Main Loop Start  15:14 Result
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Prairie Dog Optimization Algorithm || Step-By-Step || ~xRay Pixy

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Learn Prairie Dog Optimization (PDO) Algorithm Step-By-Step with Example Video Chapters: PDO Algorithm 00:00 Introduction 00:30 PDO Inspiration 01:19 PDO Benefits 02:07 About Prairie Dogs 03:34 PDO Process 04:15 PSO Mathematical Models 05:56 4 Time Periods in PDO 06:31 PDO Steps 13:43 Levy Distribution 17:43 Conclusion 18:09 Outro  
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Levy Flight Numerical Example || Step-By-Step || ~xRay Pixy

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Learn Levy Flight Calculation using Numerical examples Step-By-Step. Video Chapters: Levy's Flight Calculation 00:00 Introduction 01:21 Levy Flight Equations 01:53 Levy Flight Applications 02:22 Step Length Equation 03:35 Numerical Example for Levy Flight Calculation 08:20 Conclusion  09:07 Outro
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Cheetah Optimizer || STEP-BY-STEP || ~xRay Pixy

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Learn the Cheetah Optimization Algorithm Step-By-Step with examples. Video Chapters: Cheeta Optimizer 00:00 Introduction 01:11 Topics Covered 02:00 About Cheetah  03:20 Cheetah Hunting Strategies 06:51 Cheeta Optimizer Step-By-Step 15:51 Mathematical Models 16:16 Search Mode 17:41 Attack Mode 18:36 Sit-And-Wait Mode 19:38 Outro
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Feature Selection using Particle Swarm Optimization ~xRay Pixy

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Learn Feature Selection Using Particle Swarm Optimization Step-By-Step. Video Chapters: FS using PSO 00:00 Introduction 00:24 Feature Selection Methods 01:11 Intelligent Feature Selection Techniques 02:46 Feature Selection Phases 03:34 Feature Selection using PSO 06:37 Mathematical Example 10:41 Conclusion Feature Selection using Any Metaheuristic 13:28 Outro
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What is Fitness Value in Optimization? || Metaheuristic Optimization Alg...

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What is Fitness Value in Optimization Algorithms?  Video Chapters: Fitness Values in Optimization 00:00 Introduction 00:56 Algorithms Inspiration 03:05 Metaheuristic Algorithms 03:30 Metaheuristic Algorithms Steps 04:44 Calculate Fitness Values 07:45 Example 1 Find the Maxima of a Given Function using a Genetic Algorithm 11:09 Example 2 Find Maxima of Given Function using Genetic Algorithm 13:37 Outro
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What is Swarm Intelligence ? || ACO | PSO | ABC || ~xRay Pixy

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Learn What is Swarm Intelligence? Video Chapters: Swarm Intelligence 00:00 Introduction 01:01 Swarm Intelligence Features 01:42 Swarm Intelligence Algorithms 02:17 Swarm Intelligence Example 01 05:49 Swarm Intelligence Example 02 17:23 Swarm Intelligence Real Life Applications 08:37 Swarm Intelligence Example 03  11:03 Swarm Intelligence Advantages 12:26 Outro
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Struggling with Research? Let's Make It Easy ~xRay Pixy

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Are you "Struggling with Research? Let's Make It Simple!" Video Chapters:  00:00 Introduction 00:57 Choose Research Area 01:57 Clarify Research Goals 03:58 Ask For Guidance from Mentor 04:37 Time Management 05:10 Learn Research Skills 06:09 Stay Organized 06:55 Learn New Concepts 07:09 Ask for Feedback 07:30 Maintain Ethical Standards 08:05 Review Existing Work 08:24 Define Research Objectives 08:41 Formulation 08:19 Data Collection 09:50 Analyze Results 10:06 Write Research Paper 10:23 Thesis Writing 10:37 Review Research Work 10:52 Presentation Time 11:16 Publish Your Research Work 11:27 Tools for Research Work  14:11 Outro
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Levy Flights In Metaheuristic Optimization Algorithms ~xRay Pixy

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Learn how to use Levy Flights in Metaheuristic Algorithms Step-By-Step Video Chapters: LF in Optimization Algorithms 00:00 Introduction 00:38 Levy Flights Basic 01:32 How Levy Flights Work? 07:03 Levy Flights Step Size Calculation 08:51 Random Number Implementation using Levys Flight 10:10 Levy Flights In Metaheuristics 11:02 Apply Levy Flights in Metaheuristics 12:24 Levy Flights Based Algorithms 13:30 Levy Flight-Based Particle Swarm Optimization 13:39 Levy Flight-Based Cuckoo Search Algorithm 13:57 Levy Flight-Based Firefly Algorithm 14:18 Levy Flight-Based Bat Algorithm 14:31 Levy Flight-Based Flower Pollination Algorithm 15:17 Conclusion 15:54 Outro
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UGC NET 2020 Question Paper (PART 2)

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  UGC NET 2020 Question Paper (PART 2)
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