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A suitable optimizer combines a good optimization performance, a reasonable multirun stability and a fast convergence speed.
We investigate the ecological optimization performance and derive the optimal cooling rate, coefficient of performance and entropy production rate for the refrigerators.
This provides a better understanding of compositional balance and help improve composition optimization performance.
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.
Particularly, the hybrid AI approach provides superior nonlinear formulation capability and optimization performance.
Particle Swarm Optimization (PSO) is chosen as optimization algorithm because of its easy implementation and successful optimization performance.
Some aspects of the optimization performance, such as the apparent reliability and the computational cost, are investigated in each application.
Further, collaborative optimization technique which is used in MDO is adopted for achieving the overall optimization performance.
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