Hybrid Slime Mold and Arithmetic Optimization Algorithm with Random Center Learning and Restart Mutation [PDF]
Biomimetics, 2023 The slime mold algorithm (SMA) and the arithmetic optimization algorithm (AOA) are two novel meta-heuristic optimization algorithms. Among them, the slime mold algorithm has a strong global search ability.
Hongmin Chen +4 more
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Maximum Lyapunov exponent-based multiple chaotic slime mold algorithm for real-world optimization [PDF]
Scientific Reports, 2023 Slime mold algorithm (SMA) is a nature-inspired algorithm that simulates the biological optimization mechanisms and has achieved great results in various complex stochastic optimization problems.
Jiaru Yang +5 more
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An autonomous mobile robot path planning strategy using an enhanced slime mold algorithm [PDF]
Frontiers in Neurorobotics, 2023 IntroductionAutonomous mobile robot encompasses modules such as perception, path planning, decision-making, and control. Among these modules, path planning serves as a prerequisite for mobile robots to accomplish tasks. Enhancing path planning capability
Ling Zheng +4 more
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Multiprocessor Fair Scheduling Based on an Improved Slime Mold Algorithm
Algorithms, 2023 An improved slime mold algorithm (IMSMA) is presented in this paper for a multiprocessor multitask fair scheduling problem, which aims to reduce the average processing time.
Manli Dai, Zhongyi Jiang
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Balanced version of Slime Mold Algorithm: A study on PEM fuel cell system parameters identification
Energy Reports, 2021 A new technique is proposed in this study for optimum selection of the unknown variables in the Proton Exchange Membrane Fuel Cells (PEMFCs). The major purpose is to present an efficient method for minimizing the error between the estimated and the ...
Junlong Zheng +4 more
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Chaotic enhanced leader slime mold algorithm for dome structures with frequency constraints [PDF]
Scientific ReportsThis paper introduces the chaotic enhanced leader slime mold algorithm (CELSMA), an advanced bio-inspired optimization technique aimed at addressing high-dimensional engineering challenges.
Arnut Sutha +2 more
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IEEE Access, 2020 A recently modern stochastic optimization algorithm has been developed by observing the life of slime mold physarum polycephalum in nature. The algorithm is called the slime mold algorithm (SMA) with an excellent exploratory capacity and exploitation ...
Trong-The Nguyen +5 more
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Improving effort-aware just-in-time defect prediction with weighted code churn and multi-objective slime mold algorithm [PDF]
HeliyonEffort-aware just-in-time software defect prediction (JIT-SDP) aims to effectively utilize the limited resources of software quality assurance (SQA) to detect more software defects. This improves the efficiency of SQA work and the quality of the software.
Hongming Dai +2 more
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Algorithms, 2022 The slime mold algorithm (SMA) is a swarm-based metaheuristic algorithm inspired by the natural oscillatory patterns of slime molds. Compared with other algorithms, the SMA is competitive but still suffers from unbalanced development and exploration and ...
Yunyang Zhang, Shiyu Du, Quan Zhang
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A Two-Way Parallel Slime Mold Algorithm by Flow and Distance for the Travelling Salesman Problem
Applied Sciences, 2020 In order to solve the problem of poor local optimization of the Slime Mold Algorithm (SMA) in the Travelling Salesman Problem (TSP), a Two-way Parallel Slime Mold Algorithm by Flow and Distance (TPSMA) is proposed in this paper. Firstly, the flow between
Meijiao Liu +7 more
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