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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 ...

Glowworm Swarm Optimization (GSO) Algorithm ~xRay Pixy

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Glowworm Swarm Optimization (GSO) Video Timestamps: Introduction : 00:00 Glowworm Swarm Optimization Algorithm (GSO): 01:04 Glowworm Swarm Optimization Mathematical Model: 03:33 Conclusion: 08:40 Glowworms release excess energy as glow. Glowworms emit blue / green glow in the larval form. Glowworm eat other insects and many species also feed on fungus. Glowworms glow for different reasons: Trying to attract mates, Warning off predators' or Attracting other insects for food. Glowworm Swarm Optimization (GSO) Algorithm for solving Optimization Problems. Glowworm Swarm Optimization is introduced by Krishnanand and Ghoose in 2005. Glowworm Swarm Optimization is Nature inspired metaheuristic optimization algorithm. Glowworm Swarm Optimization mimic the lightening behavior of Glowworms in the nature. Glowworm Swarm Optimization is used in various areas such as Engineering, Robotics, Mathematics, Networking, and to solve various problems such as Scheduling problems, Vehicle routin...
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