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Avascular Necrosis (AVN) || Early Detection, Better Outcomes || ~xRay Pixy

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Avascular Necrosis (AVN) is a condition where blood flow to the bone is reduced, causing bone cells to die. This leads to pain, joint damage, and difficulty in movement, especially in the hip. Early diagnosis and proper treatment can prevent permanent bone damage and improve quality of life. Video Chapter: AVN 00:00 Introduction 00:45 What is AVN? 01:55 About Bone Tissue 02:49 AVN Causes 03:38 AVN Symptoms 04:11 AVN Diagnosis 04:56 AVN of femoral head 05:33 How AVN Develops 07:28 Conclusions #optimization #algorithm #metaheuristic #robotics #deeplearning #ArtificialIntelligence #MachineLearning #computervision #research #projects #thesis #Python #optimizationproblem #optimizationalgorithms 

Path Planning In Robotics ~xRay Pixy

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Learn Path Planning in Robotics: Techniques, Algorithms, and Applications Video Chapters: Robot Path Planning using PSO 00:00 Introduction 00:14 Topics Covered  01:30 Robot Path Planning 03:07 Robot Classification Based on Configuration 04:28 Robot Classification Based on Performance 05:53 Importance of Robot Path Planning 08:19 Map Representation 09:29 Robot Path Planning Applications 10:21 Challenges in Robot Path Planning 11:51 Comparison Metaheuristics vs Traditional Methods for Path Planning 14:30 PSO for Robot Path Planning 19:00 Conclusion

Particle Swarm Optimization In Hindi || Step-By-Step || ~xRay Pixy

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Learn Particle Swarm Optimization (PSO) In Hindi  Video Chapters: PSO in Hindi 00:00 Introduction 00:58 Topics Covered 01:46 What is Optimization? 07:08 What is the PSO Algorithm? 07:48 PSO Inspiration 09:44 Particle Swarm Optimization Simulation  12:58 PSO Step-By-Step 23:06 PSO Challenges and Solutions 24:31 PSO Applications 24:51 Conclusion

Rat Swarm Optimizer || Step-By-Step || ~xRay Pixy

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Learn the Rat Swarm Optimization Algorithm Step-By-Step using the Example Video Chapters: Rat Swarm Optimizer 00:00 Introduction 00:16 Topics Covered 00:54 Algorithm Performance Analysis 01:18 Rat Swarm Optimizer 01:50 Rat's Behavior in Nature 03:19 Chasing Behavior 04:23 Fighting Behavior  05:29 RSO Mathematical Models 12:22 RSO Step-By-Step 18:04 RSO Advantages, Disadvantages, and Applications  20:18 Conclusion  #optimization #algorithm #metaheuristic #robotics #deeplearning #ArtificialIntelligence #MachineLearning #computervision #research #projects #thesis #Python

Cuckoo Search Algorithm in Hindi || Step-By-Step || ~xRay Pixy

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Learn the Cuckoo Search Algorithm in Hindi using Examples. Video Chapters: Cuckoo Search Algorithm (CSA) 00:00 Introduction 00:48 Topics Covered  01:16 Metaheuristic Optimization Algorithm Introduction 03:42 What is the Cuckoo Search Algorithm 05:38 CSA Rules 07:15 CSA Key Concepts 11:42 CSA Step-By-Step  24:24 Conclusion
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