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The algorithm also compares favorably to another multiview technique from the literature.
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The algorithm is also compared with the particle swarm optimization (PSO) algorithm, and the BCC algorithm can access the optimum with faster speed.
The algorithms are also compared to the commercial solvers BARON and GloMIQO through performance profiles.
Some of the algorithms are also compared with ASPARTIX (using the DLV solver) and dynPARTIX where ArgTools again showed good performance.
Through randomly generated examples with different sizes; the computational performance of the proposed algorithm is also compared with former genetic algorithms in the literature employing the weight-sum technique as a fitness evaluation strategy.
In order to see the performance of the CMA algorithm, we also compare the number of abnormal chromosomes (i.e. the chromosomes that contain CNA regions) detected by both CMA and CNAG (see the evaluation of the results in Discussion and Conclusion part).
The performance of the proposed algorithm is also compared with the existing adaptive anisotropic diffusion techniques.
Moreover, the proposed algorithm is also compared with state of the art algorithm under ABC paradigm.
After demonstrating the convergence behaviors of our proposed algorithm, we also compare our proposed algorithm with the algorithms proposed in [18] and [19] in terms of the average sum rate and average fairness index.
The results using the adaptive genetic algorithm are also compared with those using the simple genetic algorithm and the Monte Carlo optimization method.
For comparison purposes, the proposed algorithm is also compared with other four fusion algorithms (namely Methods 4-7).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com