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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 ...

Artificial Gorilla Troops Optimizer || STEP-BY-STEP || ~xRay Pixy

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Artificial Gorilla Troops Optimizer Learn Artificial Gorilla Troops Optimizer Step-By-Step with Example. Video Chapters: Artificial Gorilla Troops Optimizer Introduction: 00:00 Gorilla Lifestyle and Behavior: 02:32 Artificial Gorilla Troops Optimizer Steps: 05:13 Step 01 - Algorithm Parameters: 06:51 Step 02 - Population Initialization: 07:17 Step 03 - Population Evaluation: 08:31 Step 04 - Position Update - Exploration Phase: 09:13 Step 05 - Updated Population Evaluation: 15:05 Step 06 - Fitness Values Comparision: 15:35 Step 07 - Select Best Solution: 15:45 Step 08 - Position Update - Exploitation Phase: 16:00 Step 09 - Updated Population Evaluation: 19:10 Step 10 - Fitness Values Comparision: 19:20 Step 11 - Select Best Solution: 19:25 Step 12 - Check Stopping Condition: 19:54 Step 13 - Display Best Solution: 20:02 Conclusion: 20:18
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