To advance the automation level of field observation data, enhance real-time data transmission performance, and bolster the adaptive capabilities of field observation instrument networks (FOINs), a novel method named a routing protocol based on multiobjective mayfly optimization algorithm (MMA) for ...
Zervoudakis K, Tsafarakis S (2020) A mayfly optimization algorithm. Comput Ind Eng 145:106559 MATH Google Scholar Zhang H, Sun J, Liu T, Zhang K, Zhang Q (2019) Balancing exploration and exploitation in multiobjective evolutionary optimization. Inf Sci 497:129–148 MathSciNet MATH Google...
"A mayfly optimization algorithm." Computers & Industrial Engineering, 145, 106559. doi:10.1016/j.cie.2020.106559 Meerkats: Klein CE, dos Santos Coelho L (2018). "Meerkats-inspired Algorithm for Global Optimization Problems." In Proceedings of the European Symposium on Artificial Neural Networks, ...
Novelty and Innovation: This survey selected algorithms like the Coronavirus Optimization Algorithm (COA), the Horse Herd Optimization (HHO) Algorithm, and the Spider Monkey Optimization (SMO) algorithm because they present a new way of thinking in the field, which has recently been shown in the ...
3.1. The traditional mayfly optimization algorithm This algorithm includes the combination of features of PSO, GA, and firefly algorithm (FA). Adopting and improving the global search of PSO, the MA is a hybrid optimization algorithm with high efficiency, which models the mating pattern of mayfli...
Moreover, in43, an adaptive simulated annealing particle swarm optimization algorithm (ASAPSO) was introduced for the multi-objective optimal scheduling of microgrids incorporating electric vehicles. The objective functions considered were operational cost and emissions. To strike a better balance between ...
chaotic mayfly optimization algorithm (CMOA) [19], neural network algorithm (NNA) [30], imperialist-competitive algorithm (ICA) [30], Salp Swarm Algorithm (SSA) [31], shuffled frog-leaping algorithm (SFLA) [30], Improved Barnacles Mating Optimizer (IBMO) [32], marine-predator algorithm (MPA...
are: cooperative Genetic Algorithm (CGA)27, Late Acceptance Hill-Climbing (BBA-LAHC)28, hybridization of Mayfly algorithm (MA) and HS named as MA-HS algorithm29, hybridization of GA with PSO and Ant Colony Optimization (ACO) algorithm30, clustering-based equilibrium and ant colony optimization ...
The overall ranking of each optimization algorithm on the benchmark suite is revealed in the Friedman ranking test (“Mean rank”). A lower mean rank indicates superior performance of the corresponding algorithm. 3.2 Experiment 1: performance comparison on the CEC2017 test suite...
D. Combined economic emission dispatch of microgrid with the incorporation of renewable energy sources using improved mayfly optimization algorithm. Comput. Intell. Neurosci. 2022, 1–22. https://doi.org/10.1155/2022/6461690 (2022). Article Google Scholar Sahri, Y. et al. Performance ...