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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 ...

Diversity Analysis in Metaheuristic Algorithms ~xRay Pixy


Learn how to do Diversity Analysis in Metaheuristic Algorithms.
Video Chapters: Diversity Analysis
00:00 Introduction
01:00 What is Diversity?
02:18 Genotypic Diversity and Phenotypic Diversity Example
04:53 Diversity Analysis in Metaheuristic
08:57 How to Measure Diversity in Metaheuristic Algorithms?
09:40 How to Keep Diversity in Metaheuristic Algorithms?
11:11 Wind Turbine Layout Diversity Analysis
14:02 Low Diversity and High Diversity in Metaheuristic Algorithms
15:00 Diversity Analysis Techniques
17:30 Diversity Monitor and Control Techniques
18:40 Conclusion

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