Finding two-dimensional peaks

Details Finding two-dimensional peaks Finding two-dimensional peaks

2004-02-17

arxiv.org/abs/physics/0402085v3

Phys.Part.Nucl.Lett. 4 (2007) 73-80

Physics

Data Analysis, Statistics and Probability

12 pages, 2 figures, 1 table, LaTeX, uses SIAM style files, text somewhat changed, improved algorithm

Scientific paper

Two-dimensional generalization of the original peak finding algorithm suggested earlier is given. The ideology of the algorithm emerged from the well known quantum mechanical tunneling property which enables small bodies to penetrate through narrow potential barriers. We further merge this ``quantum'' ideology with the philosophy of Particle Swarm Optimization to get the global optimization algorithm which can be called Quantum Swarm Optimization. The functionality of the newborn algorithm is tested on some benchmark optimization problems.

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