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The optimization performance is tested with instances of the traveling salesman problem (TSP).
A stepwise method is presented to further improve the optimization performance.
The optimization performance is verified by CEC2013 benchmarks in those designs against standard BA.
Benchmark functions were used to validate the optimization performance of the SFA.
Some aspects of the optimization performance, such as the apparent reliability and the computational cost, are investigated in each application.
Using the intrinsic information from the target problem, a new crossover approach is designed to further enhance the optimization performance.
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We investigate the ecological optimization performance and derive the optimal cooling rate, coefficient of performance and entropy production rate for the refrigerators.
In general, adaptive control parameters with different values during the optimization process in successive generations enrich the algorithm with controlled-randomness which enhances the global optimization performance of the algorithm in terms of exploration and exploitation capabilities.
There, starting with a simple parametrization, and then moving to a less restricted search space in the second optimization stage was also found to benefit the overall optimization performance, in agreement with the results shown here.
However, the global optimization performance of DE depends a lot on the parameter settings [ 51].
Further, collaborative optimization technique which is used in MDO is adopted for achieving the overall optimization performance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com