The various examples above show that a combination algorithm can improve the prediction accuracy, and the prediction performance can be further enhanced if the parameters are optimized by an optimization algorithm. Therefore, this paper combines the improved sparrow search optimization algorithm (SCSSA) ...
Therefore, this paper proposes an improved sparrow search algorithm (ISSA). The ISSA uses skew tent map-based chaotic method to produce initial population for a higher quality of convergence. For the location update of the producer sparrows during the iterations, the ISSA introduces a non-linear ...
At the same time, the sparrow search algorithm based on the elite opposition-based learning strategy is used to iteratively train the learning rate of the neural network, so as to obtain the best detection accuracy. The detection head with the best accuracy is embedded in the DeepSort tracker...
Zhu et al. proposed an improved SMA based on adaptive t-distributed variation strategy and chaotic opposition-based learning strategy to enhance the convergence speed, solution accuracy, and robustness of the SMA10, Liu proposed an improved Sparrow search algorithm (SSA) based on the Circle chaos ...
[59] combines kernel principal component analysis (PCA) with an improved sparrow search algorithm and an optimized KELM algorithm for fuel cell fault diagnosis. The proposed method utilizes kernel PCA for non-linear feature extraction from fault indicators. Also, it acquires the fuel cell system’s...
The EM of an MMG was solved using an improved sparrow search algorithm for cost and emissions r eductions23. In24, a 33-bus DS was divided into three MMGs, and the EM was solved to diminish the total cost with DSR using the game theory. The EM of isolated MMG was solved ...
search capabilities and optimize performance. Reference [10] introduced the enhancements to the sparrow search algorithm (SSA) to address the service combination challenges by dynamically adjusting the step factor, thereby improving the global search capabilities of SSA. Reference [11] presented a ...
erlang-crypto_rsassa_pss: RSASSA-PSS Public Key Cryptographic Signature Algorithm for Erlang and Elixir. cinched: Cinched is a microservice to provide cryptographic and key management operations. cryptographic: Erlang cryptographic library primarily written in Erlang to make distribution on multiple platfo...
For the prediction of the dissolved oxygen (DO) at two stations in Yangtze River, China, an improved least square support vector machine (LSSVM) coupled with the sparrow search algorithm (SSA) was introduced by Ref.47. In addition, the variational mode decomposition (VMD) was applied to ...
(2020). A novel swarm intelligence optimization approach: sparrow search algorithm. Systems Science & Control Engineering, 8(1), 22–34. Google Scholar Dhiman, G., & Kumar, V. (2017). Spotted hyena optimizer: a novel bio-inspired based metaheuristic technique for engineering applications. ...