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Research on Global Ship Path Planning Method Based on Improved Ant Colony Algorithm
IEEE Open Journal of Intelligent Transportation Systems, 2023 To solve the global path planning problem of the ship in the static and dynamic environment, we propose an improved ant colony algorithm to plan the ship’s navigation path.
Ming Zhang, Hongxiang Ren, Yi Zhou
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Antarctic Sea ice distribution detection based on improved ant colony algorithm
Frontiers in Marine ScienceThe changes in the Antarctic sea ice area are directly related to the changes in the atmosphere and oceans. Determining the Antarctic sea ice distribution is of great significance to the global climate change analysis.
Xingdong Wang +4 more
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An Improved Chemical Reaction Optimization Algorithm Based on Ant Colony Algorithm
Chemical Engineering Transactions, 2018 With the rapid development of computer technology, more and more research organizations and enterprises have turned their attentions from artificial intelligence algorithm to multi-task scheduling.
Lei Song
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Dynamic Path Optimization Based on Improved Ant Colony Algorithm
Journal of Advanced Transportation, 2023 Dynamic path optimization is an important part of intelligent transportation systems (ITSs). Aiming at the shortcomings of the current dynamic path optimization method, the improved ant colony algorithm was used to optimize the dynamic path.
Juan Cheng
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Robot path planning method based on improved ant colony algorithm
Dianzi Jishu Yingyong, 2023 An improved ant colony algorithm is provided according to the disadvantage of slow convergence and easy to fall into local optimal solution of traditional ant colony algorithm in robot route planning.
Wang Xingyu +3 more
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Service Composition and Optimization Method Based on Improved Ant Colony Optimization Algorithm [PDF]
Jisuanji gongcheng, 2018 Aiming at the shortcomings of traditional ant colony algorithm,such as long initial pheromone accumulation time and easy to fall into local optimum,an improved ant colony system based cloud service composition algorithm is proposed under the condition of
SHEN Jiquan,LUO Changwei,HOU Zhanwei,LIU Zhizhong
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An Improved Ant Colony Routing Algorithm for WSNs [PDF]
Journal of Sensors, 2015 Ant colony algorithm is a classical routing algorithm. And it are used in a variety of application because it is economic and self-organized. However, the routing algorithm will expend huge amounts of energy at the beginning. In the paper, based on the idea of Dijkstra algorithm, the improved ant colony algorithm was proposed to balance the energy ...
Zhi Tan, Hui Zhang
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A Novel Energy-Saving Route Planning Algorithm for Marine Vehicles
Applied Sciences, 2022 Recently, the ship energy consumption issue has been in the spotlight. Meanwhile, new conventions and standards of ship energy conservation as well as ship emission reduction have been continuously introduced by the International Maritime Organization ...
Ying Ding +4 more
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Optimization Simulation of English Speech RecognitionAccuracy Based on Improved Ant Colony Algorithm
Complexity, 2020 This paper is aimed at the problems of low accuracy, long recognition time, and low recognition efficiency in English speech recognition. In order to improve the accuracy and efficiency of English speech recognition, an improved ant colony algorithm is ...
Lu Jing
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Jisuanji kexue yu tansuo, 2021 Aiming at the problems of traditional ant colony algorithm in solving traveling salesman problem (TSP), such as slow convergence speed and easy to fall into local optimum, an ant colony optimization algorithm (RCACO) based on dynamic recombination and ...
LIU Yifan, YOU Xiaoming, LIU Sheng
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