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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 ...

Learn How to Apply Ant Colony Optimization to Traveling Salesman Problem...

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Ant Colony Optimization Metaheuristics for the Traveling Salesman Problem Numerical Example In this video you will learn, How to Solve Traveling Salesman Problem (TSP) using Ant Colony Optimization Algorithm (ACO). Ant System for the Traveling Salesman Problem Chapters: Introduction : 00:00 Traveling Salesman Problem (TSP): 00:33 Ant Colony Optimization Traveling Salesman Problem Example: 02:11 Distance Calculation between Cities: 04:30 Solution Construction for Artificial Ants: 06:45 Ants Tour Comparison for TSP: 14:52 Conclusion: 15:45 Part 1: Learn Ant Colony Optimization Algorithm Ant Colony Optimization Algorithm step-by-step with Example (ACO) ~xRay Pixy https://youtu.be/qYXeMFCf1Gk Ant System for the Traveling Salesman Problem. Ant Colony Optimization is a Nature Inspired Approach. Ant Colony Optimization (ACO) algorithm is basically inspired by the foraging behavior of ants searching for suitable paths between their colonies and food source. Ant Colony O...
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