In a partially random antenna layout, and use a genetic algorithm to evolve a better solution. This approach has been used by NASA and others to design spacecraft antennas. A 2.4 GHz microwave antenna will be designed automatically using a genetic algorithm and the NEC2 simulation package. The initial steps will be to try to design a simple dipole antenna using this method (as the number of variables will be small), followed by an extension to NASA antennas with a larger number of design parameters.

scripts
.......\bits2nec.m
.......\bits2nec_48.m
.......\bits2nec_nasa.m
.......\calc_mse.m
.......\crossover_1p
.......\crossover_2p
.......\crossover_uniform
.......\crossover_uniform_48
.......\crossover_uniform_nasa

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