A Curve Approximation Approach Using Bio-inspired Polar Coordinate Bald Eagle Search Algorithm

A Curve Approximation Approach Using Bio-inspired Polar Coordinate Bald Eagle Search Algorithm

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Abstract In this paper, a curve approximation approach using bio-inspired polar coordinate bald eagle search algorithm (PBES) is proposed.PBES algorithm is inspired by the spiral Samsung GS9 mechanism of bald eagle during predation.By introducing polar coordinate, the spiral predation process of the bald eagle will become more intuitive, which is more conducive for the algorithm to polar coordinate optimization problems.The initialization stage of PBES algorithm is modified to make the distribution of initialized individuals more uniform and some parameters are introduced to strengthen the exploration and exploitation capabilities of algorithm.

The performance of the PBES algorithm is tested in three aspects: polar coordinate transcendental equation, curve approximation and robotic manipulator.The experimental results show that the PBES algorithm is superior to the well-known metaheuristic NEFF N30 U1CHC0AN0B Electric Double Oven - Stainless Steel algorithms as it is effectively applicable for curve approximation problem.