Posts

Showing posts from January 27, 2025

New Post

Avascular Necrosis (AVN) || Early Detection, Better Outcomes || ~xRay Pixy

Image
Avascular Necrosis (AVN) is a condition where blood flow to the bone is reduced, causing bone cells to die. This leads to pain, joint damage, and difficulty in movement, especially in the hip. Early diagnosis and proper treatment can prevent permanent bone damage and improve quality of life. Video Chapter: AVN 00:00 Introduction 00:45 What is AVN? 01:55 About Bone Tissue 02:49 AVN Causes 03:38 AVN Symptoms 04:11 AVN Diagnosis 04:56 AVN of femoral head 05:33 How AVN Develops 07:28 Conclusions #optimization #algorithm #metaheuristic #robotics #deeplearning #ArtificialIntelligence #MachineLearning #computervision #research #projects #thesis #Python #optimizationproblem #optimizationalgorithms 

Sperm Swarm Optimizer || Step-By-Step || ~xRay Pixy

Image
Sperm Swarm Optimizer (SSO) || Step-By-Step || ~xRay Pixy Video Link Click Here:   SSO Learn Sperm Swarm Optimizer Step-By-Step Using Examples. Video Chapters: Sperm Swarm Optimizer 00:00 Introduction 01:20 Topic Covered 01:41 Fertilization Process 07:02 Sperm Swarm Optimizer Simulation 10:14 Sperm Swarm Optimizer Steps 15:27 Conclusion The Sperm Swarm Optimization (SSO) algorithm is a method inspired by how sperm move toward an egg during fertilization.  Swarm Movement : Each sperm (candidate solution) is represented as a point in a multidimensional search space. The sperms work together to find the best solution (the egg). Each sperm's position (location) is adjusted based on its current velocity, its personal best, and the global best.The algorithm keeps updating positions and velocities until an optimal solution is found or a stopping condition is met. Exploration and Exploitation : Exploration: Randomized factors (pH and temperature) allow wide search. Exploitat...
More posts