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This paper also suggests a GSA with improved search accuracy.
In both tasks, search accuracy was high (92% correct for the bottom-up and 87% for the top-down).
By composing both bibliographic coupling and text mining approaches, this paper proposes a hybrid structure for higher search accuracy.
Tested upon a serial of benchmark math functions, the HMDSD method shows great efficiency and search accuracy.
Our results indicate that the constrained interfaces outperform the freehand sketch-based interface, in terms of both search accuracy and query completion time.
In mCS, the membrane communication mechanism is employed to maintain the population diversity and a chaotic local search strategy is adopted to improve the search accuracy.
To avoid premature convergence and improve search accuracy, the adaptive Boltzmann selection scheme is adopted, which adjusts selective probabilities in different stages.
Keyword-based search methods have been widely used due to their ease of use, but their search accuracy has been often problematic because of the semantic ambiguity of terminologies in engineering documents and queries.
The experiments results show that our approach can enhance convergence speed of algorithm and solve the problems that particle swarm algorithm easily falls into the local optimal solution and has low search accuracy.
We validate the proposed solutions by simulation experiments and show DIPMA outperforms the random migration of MAs in terms of execution time by considering the search accuracy of nodes that detect events.
Simulation results show that the proposed ACPCSA has good optimization performance in terms of search accuracy and convergence flexibility, which can provide an effective way to solve WTA in warship formation antiaircraft application.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com