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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 ...

Butterfly Optimization Algorithm (B.O.A) Step-by-Step Explanation ~xRay ...

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Butterfly Optimization Algorithm (B.O.A) Butterfly optimization algorithm : a novel approach for global optimization It is a novel optimization technique that mimics the food foraging behavior of butterļ¬‚ies. Keywords Butterļ¬‚y optimization algorithm Ā·Global optimization Ā·Nature inspired Ā·Metaheuristic Ā·Benchmark testfunctions Ā·Engineering design problem Butterfly are Flying Insects. About Butterfly Butterfly Features: Small Head, 2 compound eyes. Butterfly basically feed on Nectar from flowers. Adult Butterfly consume only liquid [nectar from flowers]. They use their Antenna to sense air from wind and fragrance. Butterfly can fly only when their temperature is 27ā„ƒ or 81ā„‰.  Largest butterfly in the world: Queen Alexandra Birdwing. Butterflies also derive nourishment from rotting fruits, dung, decaying flesh, dissolved minerals in the dirt/ sand. Butterfly Lifecycle An Adult Butterfly lay eggs on the food plant. From Eggs to Larva [Larva consume plant leaves]. When metamorphosis compl...
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