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MOSMA: Multi-Objective Slime Mould Algorithm Based on Elitist Non-Dominated Sorting
IEEE Access, 2021 This paper proposes a multi-objective Slime Mould Algorithm (MOSMA), a multi-objective variant of the recently-developed Slime Mould Algorithm (SMA) for handling the multi-objective optimization problems in industries. Recently, for handling optimization
Manoharan Premkumar +5 more
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Slime Mould Algorithm: A New Method for Stochastic Optimization
Future Generation Computer Systems, 2020 In this paper, a new stochastic optimizer, which is called slime mould algorithm (SMA), is proposed based on the oscillation mode of slime mould in nature.
Ali Asghar Heidari +2 more
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Advances in Slime Mould Algorithm: A Comprehensive Survey
BiomimeticsThe slime mould algorithm (SMA) is a new swarm intelligence algorithm inspired by the oscillatory behavior of slime moulds during foraging. Numerous researchers have widely applied the SMA and its variants in various domains in the field and proved its ...
Yuanfei Wei +4 more
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Multi-Strategy Enhanced Slime Mould Algorithm for Optimization Problems
IEEE AccessThe slime mould algorithm (SMA) simulates the mechanism by which slime moulds optimize paths through chemical signaling and morphological changes, enabling efficient exploration and exploitation of the solution space. While SMA is simple and flexible, it
Zaixin Duan, Xuezhong Qian, Wei Song
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Optimal reactive power dispatch using an improved slime mould algorithm
Energy Reports, 2021 The optimal reactive power dispatch (ORPD) problem plays an important role in the reliability and economy of a power system. At present, the methods for solving the ORPD problem are insufficient in terms of both accuracy and computation time.
Yuanye Wei +3 more
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Robotic Arm Trajectory Planning Based on Improved Slime Mould Algorithm
MachinesThe application of robotic arms in the industrial field is continuously becoming greater and greater. The impact force generated by a robotic arm in a gripping operation leads to vibration and wear.
Changyong Li, Hao Xing, Pengbo Qin
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Egyptian Informatics JournalThis paper proposes an improved feature selection method based on an improved Slime Mould Algorithm (SMA), called the Triangular Mutation Rule Restart Strategy Slime Mould Algorithm (TRSMA), to overcome some of the shortcomings of the SMA, including ...
Ibrahim Musa Conteh +3 more
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An efficient weighted slime mould algorithm for engineering optimization
Journal of Big DataIn engineering applications, optimal parameter design is crucial. While Slime Mould Algorithm (SMA) excels in parameter discovery under constrained conditions, it faces challenges in achieving global convergence and avoiding local opsecttimal traps in ...
Qibo Sun +5 more
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Slime Mould Algorithm Based on a Gaussian Mutation for Solving Constrained Optimization Problems
MathematicsThe slime mould algorithm may not be enough and tends to trap into local optima, low population diversity, and suffers insufficient exploitation when real-world optimization problems become more complex.
Gauri Thakur +4 more
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An Enhanced Slime Mould Algorithm Combines Multiple Strategies
Axioms, 2023 In recent years, due to the growing complexity of real-world problems, researchers have been favoring stochastic search algorithms as their preferred method for problem solving. The slime mould algorithm is a high-performance, stochastic search algorithm
Wenqing Xiong +4 more
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