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 

Manta Ray Foraging Optimization (MRFO) Algorithm Example

Manta Ray Foraging Optimization (MRFO) Algorithm 

Manta Ray Foraging Optimization (MRFO) Algorithm Example

Step 01: Initialize Population Size

Suppose, Population Size = 4;

Lower Bound = -10;

Upper Bound = 10;

Maximum Iteration = 4;

Suppose Initial Population

 1.1

 2

 0.9

 3

Step 02: Compute Fitness Value for each using fitness function.

Fitness Values

1.21

4

0.81

9

Step 03: Obtain Best Solution

Best solution = Minimum Fitness Value in the current population

Best Solution = 0.81

Step 04: Check Stopping Criteria

While (Current < Maximum Iteration)

 1 < 4   ((True) move to next step ) 

If stopping criteria is then stop and return the best cost.

Step 05: Update Position for each individual.

For i = 1 to PopulationSize

For i = 1:4

If (rand < 0.5) 

THEN Cyclone Foraging

Else

Chain Foraging

End if

Step 06: Compute Fitnee Value for Each individual and Select Best Individual.

Step 07: Perform Somersault Foraging. 

Step 08: Compute Fitness Value for Each.

End For

End While

Step 09: Return Best Solution Found.

Comments

Popular Post

PARTICLE SWARM OPTIMIZATION ALGORITHM NUMERICAL EXAMPLE

Cuckoo Search Algorithm for Optimization Problems

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

Particle Swarm Optimization (PSO)

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

GWO Python Code || Grey Wolf Optimizer in Python || ~xRay Pixy