I actually tried to solve a single objective optimization (minimization) problem and somehow i got trapped into the local optima. I am not able to get rid of the local optima to find out the desired global optima.
My problem is stated below –
y=-0.433 + (5.233*10^-3)*a-(1.77*b) + (0.16*c);
Note: y is a parameter that can not be zero
Desired global optima= [140 0.15 0.90]
Desired Fitness = 0.1781.
But somehow may be, i am stuck at the local optima that is [100 0.15 0.50] with a fitness value of -0.0952.
I dont know what is wrong .
I tried several algorithm like Particle Swarm Optimization, Teaching Learning Based Optimizer and Harris Hawks Optimizer but they all give me the same result of local optima that is [100 0.15 0.50].
How do i get my desired global optima that is [140 0.15 0.9]?
Can anyone tell me what should i do to get rid of this local optima to find the desired global optima?
Thanks in advance.
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