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17 results on '"Bendimerad, Lydia Sonia"'

2. A Three-Phase Artificial Orcas Algorithm for Continuous and Discrete Problems

Author

Drias, Habiba, Bendimerad, Lydia Sonia, and Drias, Yassine

Subjects
Computer Science - Neural and Evolutionary Computing, Computer Science - Discrete Mathematics, Computer Science - Machine Learning
Abstract

In this paper, a new swarm intelligence algorithm based on orca behaviors is proposed for problem solving. The algorithm called artificial orca algorithm (AOA) consists of simulating the orca lifestyle and in particular the social organization, the echolocation mechanism, and some hunting techniques. The originality of the proposal is that for the first time a meta-heuristic simulates simultaneously several behaviors of just one animal species. AOA was adapted to discrete problems and applied on the maze game with four level of complexity. A bunch of substantial experiments were undertaken to set the algorithm parameters for this issue. The algorithm performance was assessed by considering the success rate, the run time, and the solution path size. Finally, for comparison purposes, the authors conducted a set of experiments on state-of-the-art evolutionary algorithms, namely ACO, BA, BSO, EHO, PSO, and WOA. The overall obtained results clearly show the superiority of AOA over the other tested algorithms.

Published
2023
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5. Quantum Ordering Points to Identify the Clustering Structure and Application to Emergency Transportation

Author

Drias, Habiba, Drias, Yassine, Bendimerad, Lydia Sonia, Houacine, Naila Aziza, Zouache, Djaafar, Khennak, Ilyes, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Gandhi, Niketa, editor, Hanne, Thomas, editor, Hong, Tzung-Pei, editor, Nogueira Rios, Tatiane, editor, and Ding, Weiping, editor

Published
2022
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6. Swarm Intelligent Approaches for Ambulance Dispatching and Emergency Calls Covering: Application to COVID-19 Spread in Saudi Arabia

Author

Bendimerad, Lydia Sonia, Houacine, Naila Aziza, Drias, Habiba, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Engelbrecht, Andries, editor, Scotti, Fabio, editor, Gandhi, Niketa, editor, Manghirmalani Mishra, Pooja, editor, Fortino, Giancarlo, editor, Sakalauskas, Virgilijus, editor, and Pllana, Sabri, editor

Published
2022
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7. An Efficient Deep Self-learning Artificial Orca Algorithm for Solving Ambulance Dispatching and Calls Covering Problem

Author

Bendimerad, Lydia Sonia, Drias, Habiba, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Engelbrecht, Andries, editor, Scotti, Fabio, editor, Gandhi, Niketa, editor, Manghirmalani Mishra, Pooja, editor, Fortino, Giancarlo, editor, Sakalauskas, Virgilijus, editor, and Pllana, Sabri, editor

Published
2022
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8. Heterogeneous DBSCAN for Emergency Call Management: A Case Study of COVID-19 Calls Based on Hospitals Distribution in Saudi Arabia

Author

Houacine, Naila Aziza, Bendimerad, Lydia Sonia, Drias, Habiba, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Madureira, Ana Maria, editor, Kaklauskas, Arturas, editor, Gandhi, Niketa, editor, Bajaj, Anu, editor, Muda, Azah Kamilah, editor, Kriksciuniene, Dalia, editor, and Ferreira, João Carlos, editor

Published
2022
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9. An Artificial Orca Algorithm for Continuous Problems

Author

Bendimerad, Lydia Sonia, Drias, Habiba, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Abraham, Ajith, editor, Hanne, Thomas, editor, Castillo, Oscar, editor, Gandhi, Niketa, editor, Nogueira Rios, Tatiane, editor, and Hong, Tzung-Pei, editor

Published
2021
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