Slime mould algorithm: a comprehensive review of recent variants and applications

H Chen, C Li, M Mafarja, AA Heidari… - International Journal of …, 2023 - Taylor & Francis
Slime Mould Algorithm (SMA) has recently received much attention from researchers
because of its simple structure, excellent optimisation capabilities, and acceptable …

Slime mould algorithm: A comprehensive survey of its variants and applications

FS Gharehchopogh, A Ucan, T Ibrikci, B Arasteh… - … Methods in Engineering, 2023 - Springer
Meta-heuristic algorithms have a high position among academic researchers in various
fields, such as science and engineering, in solving optimization problems. These algorithms …

Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems

EH Houssein, MA Mahdy, MJ Blondin, D Shebl… - Expert Systems with …, 2021 - Elsevier
Abstract The Slime Mould Algorithm (SMA) is a recent metaheuristic inspired by the
oscillation of slime mould. Similar to other original metaheuristic algorithms (MAs), SMA may …

Predicting the energy consumption in buildings using the optimized support vector regression model

W Cai, X Wen, C Li, J Shao, J Xu - Energy, 2023 - Elsevier
One of the most significant axes of regional, national, and worldwide energy policy is energy
efficiency in building design. In particular, the energy efficiency of HVAC systems is of …

Multi-objective optimal power flow problems based on slime mould algorithm

S Khunkitti, A Siritaratiwat, S Premrudeepreechacharn - Sustainability, 2021 - mdpi.com
Solving the optimal power flow problems (OPF) is an important step in optimally dispatching
the generation with the considered objective functions. A single-objective function is …

A novel version of slime mould algorithm for global optimization and real world engineering problems: Enhanced slime mould algorithm

BN Örnek, SB Aydemir, T Düzenli, B Özak - Mathematics and Computers in …, 2022 - Elsevier
The slime mould algorithm is a stochastic optimization algorithm based on the oscillation
mode of nature's slime mould, and it has effective convergence. On the other hand, it gets …

Gaussian bare-bone slime mould algorithm: performance optimization and case studies on truss structures

S Wu, AA Heidari, S Zhang, F Kuang… - Artificial Intelligence …, 2023 - Springer
The slime mould algorithm (SMA) is a new meta-heuristic algorithm recently proposed. The
algorithm is inspired by the foraging behavior of polycephalus slime moulds. It simulates the …

LSMA-TLBO: A hybrid SMA-TLBO algorithm with lévy flight based mutation for numerical optimization and engineering design problems

T Kundu, H Garg - Advances in Engineering Software, 2022 - Elsevier
The objective of this paper is to present a novel hybrid algorithm LSMA-TLBO for solving the
numerical and engineering design optimization problems. The proposed algorithm utilizes …

Multi-objective optimal allocation of regional water resources based on slime mould algorithm

X Wu, Z Wang - The Journal of Supercomputing, 2022 - Springer
The slime mold algorithm (SMA) is applied to optimize the allocation of water resources in
Wuzhi. The cost of using mathematical methods to optimize an engineered water allocation …

Nature-inspired optimization algorithms and their significance in multi-thresholding image segmentation: an inclusive review

R Rai, A Das, KG Dhal - Evolving Systems, 2022 - Springer
Multilevel Thresholding (MLT) is considered as a significant and imperative research field in
image segmentation that can efficiently resolve difficulties aroused while analyzing the …