One Max problem is a simple optimization problem. The aim of the problem is maximizing the number of ones in a feasible solution ?. ? can be either 0 or 1. The formula of the problem is given below.

computer science

Description

One Max Problem 

One Max problem is a simple optimization problem. The aim of the problem is maximizing the number of ones in a feasible solution ?. ? can be either 0 or 1. The formula of the problem is given below.


Instructions: 

• Solve the One Max Problem using Particle Swarm Optimization. 

• Solve the One Max Problem using Your Optimization Algorithm. 

• Each program runs 30 times with the number of function evalutions = 100,000. 

• Take Upper Bound= 1 and Lower Bound = -1 

• Solve the problem for three different dimensions which are D = 100, D = 500, D= 1000. 

• Compare PSO and Your_Algorithm using the following metrics: 

• Best, Mean, Median, Worst, Standard Deviation. Also, make statistical analysis using Wilcoxon etc.


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