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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


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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