In this manuscript, a combined coupled map lattice (CML) with modified salp swarm algorithm is proposed. This algorithm compresses and encrypts the image using coupled map lattice (CML). This CML initially generates the number of encrypted images in modified SSA population. After the ...
The proposed method depends on improving the performance of the adaptive neuro-fuzzy inference system (ANFIS) using a modified salp swarm algorithm (SSA). The SSA simulates the behaviors of salp swarm in nature during searching for food, and it has been developed as a global optimization method...
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...
Balasubramanian et al.42, introduced a ML technique which leverages correlation features selected through a bio-inspired algorithm. Additionally, the classification task is performed using a KELM (Kernel Extreme Learning Machine) with optimization based on salp-swarm methodology. Morales et al.43 have...
An improved particle swarm optimization combined with double-chaos search. Mathematical Biosciences and Engineering, 2023, 20(9): 15737-15764. doi: 10.3934/mbe.2023701 [9] Dongning Chen, Jianchang Liu, Chengyu Yao, Ziwei Zhang, Xinwei Du . Multi-strategy improved salp swarm algorithm and ...
42, introduced a ML technique which leverages correlation features selected through a bio-inspired algorithm. Additionally, the classification task is performed using a KELM (Kernel Extreme Learning Machine) with optimization based on salp-swarm methodology. Morales et al.43 havesuggested a novel ...
The experimental results confirmed the feasibility of the modified Salp Swarm Algorithm (MSSA). The MSSA performed better than the SSA and other classical optimization algorithms in terms of the estimation accuracy and convergence rate.doi:10.1142/S0129183123501310Cai, Qingwen...
Thus, it is essential to develop and/or propose an optimization algorithm to solve this problem. In TAPs, a set of tasks is assigned to a set of machines to both effectively minimize the communication and execution cost. This paper presents a modified Salp Swarm Algorithm (SSA), to solve ...
Extraction of uncertain parameters of single and double diode model of a photovoltaic panel using salp swarm algorithm Measurement, 154 (2020), p. 107446 View PDFView articleView in ScopusGoogle Scholar [40] W. Long, S. Cai, J. Jiao, M. Xu, T. Wu A new hybrid algorithm based on grey...
These algorithms comprise particle swarm optimization (PSO)47, whale optimization algorithm (WOA)48, salp swarm algorithm (SSA)49, Kepler optimization algorithm (KOA)50, nutcracker optimizer algorithm (NOA)51, and the traditional WSO. Then, the MWSO algorithm is employed to solve the optimal ...