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Poplar Optimization Algorithm || Step-By-Step || ~xRay Pixy

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The Poplar Optimization Algorithm (POA) is a nature-inspired optimization method based on how poplar trees reproduce. It uses sexual propagation (seed dispersal by wind) for exploration and asexual reproduction (cutting and regrowth) for exploitation. Mutation and chaos factors help maintain diversity and prevent premature convergence, making POA efficient for solving complex optimization problems. Learn the Poplar Optimization Algorithm Step-By-Step using Examples. Video Chapters: Poplar Optimization Algorithm (POA) 00:00 Introduction 02:12 POA Applications 03:32 POA Steps 05:50 Execute Algorithm 1 13:45 Execute Algorithm 2 16:38 Execute Algorithm 3 18:15 Conclusion Main Points of the Poplar Optimization Algorithm (POA) Nature-Inspired Algorithm ā€“ Based on the reproductive mechanisms of poplar trees. Two Key Processes : Sexual Propagation (Seed Dispersal) ā€“ Uses wind to spread seeds, allowing broad exploration. Asexual Reproduction (Cuttings) ā€“ Strong branches grow ...

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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