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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 ...

What is Fitness Value in Optimization? || Metaheuristic Optimization Alg...


What is Fitness Value in Optimization Algorithms? 

Video Chapters: Fitness Values in Optimization
00:00 Introduction
00:56 Algorithms Inspiration
03:05 Metaheuristic Algorithms
03:30 Metaheuristic Algorithms Steps
04:44 Calculate Fitness Values
07:45 Example 1 Find the Maxima of a Given Function using a Genetic Algorithm
11:09 Example 2 Find Maxima of Given Function using Genetic Algorithm
13:37 Outro

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