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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 ...

Feature Selection using Artificial Hummingbird Algorithm || Step-By-Step ||

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Feature Selection using Artificial Hummingbird Algorithm Learn Feature Selection using Artificial Hummingbird Algorithm Step-By-Step with Examples. Video Chapters: Introduction: 00:00 Feature Selection: 01:00 Feature Selection Problem: 02:55 Feature Selection Process: 03:52 Feature Engineering: 05:18 Feature Selection Techniques: 06:42 Feature Extraction: 07:22 Feature Selection Application: 08:15 Feature Selection using Artificial Hummingbird Algorithm: 08:33 Conclusion: 10:34 Artificial Hummingbird Algorithm: 11:00
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