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Conceptual comparison of the ecogeography-based algorithm, equilibrium algorithm, marine predators algorithm and slime mold algorithm for optimal product design

Materialpruefung/Materials Testing, 2021
Abstract Vehicle component design is crucial for developing a vehicle prototype, as optimum parts can lead to cost reduction and performance enhancement of the vehicle system. The use of metaheuristics for vehicle component optimization has been commonplace due to several advantages: robustness and simplicity.
Ali Riza Yildiz   +2 more
exaly   +3 more sources

An Improved Binary Slime Mold Algorithm for Intrusion Detection Systems

Concurrency and Computation: Practice and Experience
ABSTRACTThis paper proposes an enhanced intrusion detection system (IDS) that integrates an improved feature selection (FS) mechanism with optimized artificial neural network (ANN) training. The FS process is guided by a novel hybrid variant of the slime mold algorithm (SMA), called LBSMA, which incorporates both Lévy flight and Brownian motion to ...
Mahdieh Khorashadizade   +2 more
openaire   +1 more source

A Slime Mold Fractional-Order Ant Colony Optimization Algorithm for Travelling Salesman Problems

2021
In this paper, a novel algorithm of slime mold fractional-order ant colony optimization (SMFACO) for travelling salesman problems (TSPs) is proposed. The newly developed algorithm, SMFACO, takes full use of the long-term memory characteristics of the fractional calculus to balance exploration and exploitation.
Ziheng Rong   +4 more
openaire   +1 more source

Nature's Navigators: Emulating Slime Mold Behavior in Algorithmic Design

IISE Annual Conference & Expo 2024
This project explores the remarkable pathfinding abilities of slime molds, organisms known for their efficient network optimization. Our study involves observing slime mold behavior within specially designed 3D printed grids of varying shapes, aiming to understand how these organisms navigate complex environments towards food sources.
Amol M. Shirodkar   +3 more
openaire   +1 more source

Research on Path Planning Based on Improved Slime Mold Algorithm

2024 4th International Conference on Electronic Information Engineering and Computer Science (EIECS)
Lishan Jia, Wei Xu
exaly   +2 more sources

Evolutionary Multi-Mode Slime Mould Optimization: A Hyper-Heuristic Algorithm Inspired by Slime Mould Foraging Behaviors

2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), 2023
Rui Zhong   +2 more
openaire   +1 more source

An Improved Slime Mold Algorithm for Cooperative Path Planning of Multi-UAVs*

2023 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2023
Hui Xiong 0002, Banglu Ge, Jinzhen Liu
openaire   +1 more source

An effective fault-tolerant control with slime mold algorithm for unmanned underwater vehicle

Intelligence & Robotics
The proposed fault-tolerant control strategy based on the slime mold algorithm (FTC-SMA) enhances the resilience of multi-thruster unmanned underwater vehicles against thrust loss. In the event of a propulsion system failure, the strategy enables rapid thrust redistribution to restore the original torque and sailing direction, even in the event of a ...
Tianhong Zeng   +3 more
openaire   +1 more source

An Improved Artificial Bee Colony Optimization Algorithm Based on Slime Mold and Marine Predator

Automatic Control and Computer Sciences, 2022
Liyi Zhang   +3 more
openaire   +1 more source

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