This paper proposes a novel Genetic algorithm(GA) with a new crossover mechanism called Leaf crossover for the multicast routing among upper tier nodes in two-tiered WSNs, which outperforms the existing popular tree-based GAs by not requiring the global network link information, encoding/decoding...
In this paper, we present a new approach which is spanning tree-based genetic algorithm for bicriteria transportation problem. The transportation problem have the special data structure in solution characterized as a spanning tree. In encoding transportation problem, we introduce one of node encoding ...
Optional one-bit encoding for generate_ancestors Apr 5, 2023 lib Add mmap_temp_dir option to generate_ancestors Apr 13, 2023 requirements Group ancestors for matching using a topological sort on their depend… Jun 9, 2023 tests Add resume by caching path finding to LMDB ...
Spectral period doubling and encoding of dissipative optical solitons via gain control Kangwen Yang Yi Zhou Kenneth K. Y. Wong PhotoniX (2024) Ultrafast laser state active controlling based on anisotropic quasi-1D material Zixin Yang Qiang Yu Pu Zhou Light: Science & Applications (2024) Gen...
CGR and FCGR have several applications in bioinformatics, such as phylogenetic analysis, the development of alignment-free approaches, and feature encoding for machine learning [23]. Furthermore, the numerical representation of DNA sequences also enables the application of digital signal processing ...
Missing value imputation, one hot encoding, embedded features selection (FS) followed by recursive FS and standardization are performed as the preprocessing steps and the resulting dataset containing 68,118 records is named as dataset 2. These steps are applied to enhance the classification and ...
encoding the small-peptide hormone phytosulfokine (PSK), is a key domestication gene and closely correlated with the major domestication trait. The transcriptional activation ofHbPSK5by myelocytomatosis (MYC) members links PSK signaling to jasmonates in regulating the laticifer differentiation in rubber...
and classification. The text encoding phase is performed on the entered news words utilizing GLOVE to represent the words. The encoded words at a given word length are then included to be enrolled in the suggested DL methods. The suggested DL methods include both automated feature extraction and...
a genetic algorithm-based ensemble classifier9. Where hybrid features are derived by combining sequential encoding with physicochemical and structural properties. In the MLACP predictor, SVMACP and RFACP models were developed by leveraging sequential and structural properties to predict ACP samples10. ...
Then, the global and local features were combined to output the encoding vector. In the decoder, 2D grid data and folding operations were used to generate arbitrary point cloud shapes. The combination of P and the generated point cloud produced the final complete tree point cloud P′. To ...