Nonlinear constraint not satisfied for paretosearch
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Hi community,
I am using paretosearch for a 2-objective optimization problem to maximize them. Based on hardcoded values, I know objective #2 can be at least c. So I want to make it a constraint that in the constraint function, I specify objective #2 has to be greater than c, which I know it can be achieved. But after I run the algorithm and get the pareto front, there are points on the pareto front whose objective #2 is lower than the constrainted value, why this is the case?
As shown in the attached picture, I already set a constraint that objective #2 has to be greater than . But the pareto front still has the points that are lower than . Why this is the case? Can I not set the constraint this way?
I am setting this constraint in the mindset that I want the solver to explore more in this direction.
Thank you!
Xiaowei
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