New Post

Poplar Optimization Algorithm || Step-By-Step || ~xRay Pixy

Image
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 ...

Levy Flights In Metaheuristic Optimization Algorithms ~xRay Pixy


Learn how to use Levy Flights in Metaheuristic Algorithms Step-By-Step
Video Chapters: LF in Optimization Algorithms
00:00 Introduction
00:38 Levy Flights Basic
01:32 How Levy Flights Work?
07:03 Levy Flights Step Size Calculation
08:51 Random Number Implementation using Levys Flight
10:10 Levy Flights In Metaheuristics
11:02 Apply Levy Flights in Metaheuristics
12:24 Levy Flights Based Algorithms
13:30 Levy Flight-Based Particle Swarm Optimization
13:39 Levy Flight-Based Cuckoo Search Algorithm
13:57 Levy Flight-Based Firefly Algorithm
14:18 Levy Flight-Based Bat Algorithm
14:31 Levy Flight-Based Flower Pollination Algorithm
15:17 Conclusion
15:54 Outro

Comments

Popular Post

PARTICLE SWARM OPTIMIZATION ALGORITHM NUMERICAL EXAMPLE

Cuckoo Search Algorithm for Optimization Problems

Particle Swarm Optimization (PSO)

PSO (Particle Swarm Optimization) Example Step-by-Step

PSO Python Code || Particle Swarm Optimization in Python || ~xRay Pixy

how is the LBP |Local Binary Pattern| values calculated? Step-by-Step with Example

Whale Optimization Algorithm Code Implementation || WOA CODE || ~xRay Pixy

Grey Wolf Optimization Algorithm

Grey Wolf Optimization Algorithm Numerical Example

Bat algorithm Explanation Step by Step with example