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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 ...

PSO Based PID Controller Parameter Tuning || Step-By-Step || ~xRay Pixy

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Learn Tuning of (PID) Controller Using Particle Swarm Optimization (PSO) Algorithm. Video Chapters: PSO - PID 00:00 Introduction 00:26 Topics Covered  01:54 What is PID Controller? 02:48 Why PID Controller? 03:17 PID Controller Requirements 03:45 PID Controller Disadvantages 03:54 Simple Feedback System 05:07 Parameter Tuning 05:50 PID Controller Diagram 08:00 Propagation Term 08:59 Integral Term 09:41 Derivative Term 10:56 PID Controller Mathematical Forms 12:39 PID Controller Types 12:50 How to Tune PID Controller Parameters 13:56 PID Controller Implementation 15:17 Algorithms used for PID Controller Parameters Tuning 11:18 PID Controller Parameter Tuning using PSO 20:30 Conclusion  
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