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Task optimization and scheduling of distributed cyber-physical system based on improved ant colony algorithm

Future generations computer systems, 2020
Cyber–physical system (CPS) is the product of technological development to a certain stage, and also is the future trends in information technology. High-performance computing ability is the guarantee of CPS’s real-time and accuracy applications, and the
Na Yi, Jianjun Xu, Limei Yan, Lin Huang
semanticscholar   +1 more source

Review on the Improvement and Application of Ant Colony Algorithm

2020
The ant colony optimization algorithm is an approximation algorithm and it is also a probabilistic algorithm for finding optimized paths. Many combinatorial optimization problems have been solved by the ant colony optimization algorithm. Firstly, the basic principles of ant colony algorithm are first introduced by this reference.
Dongping Qiao   +3 more
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An improved ant colony clustering algorithm

2010 3rd International Conference on Biomedical Engineering and Informatics, 2010
Based on the basic model of ant colony clustering algorithm, LF, an improved ant colony clustering algorithm (IACC) is proposed. The constructing method, the colony similarity, and the behavior of the ant are redefined. A new adaptive parameter adjustment strategy is also presented in this paper.
Hong Jiang, Qingsong Yu, Yu Gong
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An improved ant colony algorithm and simulation

2009 Chinese Control and Decision Conference, 2009
We demonstrate a novel Ant Colony System with dynamically varied parameters and a penalty-reward function, which is based on the Basic Ant System (BAS) algorithm, also presented is its application to solving complex TSP problem. Our new algorithm has two important features, the first: a perturbation factor formulated by inverse exponent penalty-reward ...
null Li Xin, null Yu Datai, null Qin Jin
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An improved ant colony algorithm based on artificial potential field and quantum evolution theory

Journal of Intelligent & Fuzzy Systems, 2021
The optimal evacuation route in emergency evacuation can further reduce casualties. Therefore, path planning is of great significance to emergency evacuation.
Longzhen Zhai, Shaohong Feng
semanticscholar   +1 more source

An Improved Chaotic Ant Colony Algorithm

2012
Ant colony algorithm is a rising intelligent algorithm in recent years, which performs well in solving large-scale combinatorial optimization problem. On the basis of analyzing the advantages and disadvantages of ant colony algorithm, to solve the shortage of the basic ant colony algorithm, we present a chaotic ant swarm algorithm with strategy of ...
Hongru Li, Shuzhuo Wang, Mengfan Ji
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Collaborative Motion Planning Based on the Improved Ant Colony Algorithm for Multiple Autonomous Vehicles

IEEE transactions on intelligent transportation systems (Print)
To improve the online collaboration and planning capabilities between autonomous vehicles, this paper proposes a novel collaborative motion planning method.
Shengchao Su   +3 more
semanticscholar   +1 more source

An improved ant colony algorithm for TSP

Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788), 2004
Artificial ant colony algorithm is new in the evolution computing. The primary study shows that it is a better algorithm with robust based population, but it has some shortcomings such as its slow computing speed, and it is easy to fall in a local peak in a large scale problem.
null Ping Wei   +2 more
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An Improved Ant Colony Clustering Algorithm Based on LF Algorithm

2015 IEEE 12th International Conference on e-Business Engineering, 2015
Aiming at the deficiencies of ant colony clustering algorithms in distance measure, convergence rate, similarity clustering, and other aspects, WALF algorithm is presented as an improvement to the LF algorithm. Using weighted hybrid distance as distance measure, and introducing the adaptive mechanism during the process of clustering, ant colonies can ...
Hao Jiang, Guilin Zhang, Jie Cai
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Research on Path Planning of UAV Forest Fire Fighting Based on Improved Ant Colony Algorithm

International Conference on Computing and Artificial Intelligence, 2021
An improved ant colony algorithm is proposed to solve the problem that the ant colony system algorithm is easy to stagnate in the face of complex problems and can not find the optimal solution.In order to ensure the ant colony algorithm to choose the ...
A. Xiang, Lin Wang
semanticscholar   +1 more source

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