TY - GEN
T1 - An Enhanced Social Spider Colony Optimization for Global Optimization
AU - Zitouni, Farouq
AU - Harous, Saad
AU - Maamri, Ramdane
N1 - Funding Information:
This research work is supported by UAEU Grant: 31T102-UPAR-1-2017.
Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2022
Y1 - 2022
N2 - An improved variant of the social spider optimization algorithm is introduced. It is inspired by the hunting and mating behaviors of spiders in nature. We call it enhanced social spider colony optimization (ESSCO). The performance of ESSCO is evaluated using the benchmark CEC 2020. To validate the proposed algorithm, the obtained statistical results are compared to eleven recent state-of-the-art metaheuristic algorithms. The comparative study shows the competitiveness of ESSCO in finding efficient solutions to the considered test functions.
AB - An improved variant of the social spider optimization algorithm is introduced. It is inspired by the hunting and mating behaviors of spiders in nature. We call it enhanced social spider colony optimization (ESSCO). The performance of ESSCO is evaluated using the benchmark CEC 2020. To validate the proposed algorithm, the obtained statistical results are compared to eleven recent state-of-the-art metaheuristic algorithms. The comparative study shows the competitiveness of ESSCO in finding efficient solutions to the considered test functions.
KW - CEC 2020
KW - Global optimization
KW - Metaheuristic algorithms
KW - Social spiders
KW - Swarm intelligence
KW - Test functions
UR - http://www.scopus.com/inward/record.url?scp=85116887933&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85116887933&partnerID=8YFLogxK
U2 - 10.1007/978-981-16-3637-0_55
DO - 10.1007/978-981-16-3637-0_55
M3 - Conference contribution
AN - SCOPUS:85116887933
SN - 9789811636363
T3 - Smart Innovation, Systems and Technologies
SP - 775
EP - 793
BT - Networking, Intelligent Systems and Security - Proceedings of NISS 2021
A2 - Ben Ahmed, Mohamed
A2 - Teodorescu, Horia-Nicolai L.
A2 - Mazri, Tomader
A2 - Subashini, Parthasarathy
A2 - Boudhir, Anouar Abdelhakim
PB - Springer Science and Business Media Deutschland GmbH
T2 - 4th International Conference on Networking, Intelligent Systems and Security, NISS 2021
Y2 - 1 April 2020 through 2 April 2020
ER -