Particle Swarm Optimization to Find Maxima of Function || Numerical Example || ~xRay Pixy
Find the maximum value for the objective function using Particle Swarm Optimization Step-By-Step.
Video Chapters: Find the Maxima of Function using the PSO Method
00:00 Introduction
02:18 Objective
03:17 Maximization Problem
04:22 Particle Swarm Optimization Steps
05:22 Step 1 - Objective Function
05:30 Step 2 - Position and Velocity Initialization
06:00 Step 3 - Fitness Calculation
07:06 Step 4 - Update Personal Best
07:16 Step 5 - Update Global Best
07:42 Step 6 - Position Update
10:34 Step 7 - Solution Boundary Checking
10:53 Step 8 - New Solution Evaluation
11:31 Step 9 - Update Personal Best
12:12 Step 10 - Update Global Best
13:24 Iteration 2 Start - Position Update
14:45 New Solution Boundary Checking
15:24 New Solution Fitness Calculation
15:48 Update Personal Best
16:32 Update Global Best
17:42 Conclusion
Key Notes: https://codebypixy.blogspot.com/2023/...
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