First of all, let’s introduce some basic ideas around optimization independently.

Optimization problem is a general term in various fields of science. Basically, it is a problem of finding the best solution from all feasible solutions. For a given problem, we have some condition (constraints) that the solution must satisfy. The act of satisfying these constraints yields a feasible region. Furthermore, various mathematical methods were offered to model and solve according to nature of the problem. The goal of optimization methods is to find optimal or near-optimal solution with low computational effort (computation time and memory). While the effort to…

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