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An improved ant colony optimization algorithm based on dynamically adjusting ant number
2012 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2012The ant colony algorithm is a mature and effective method to solve the problem of optimizing shortest path, which is one of the key technologies for robot navigation and path planning. But the algorithm often fails into precocity easily and can't get the global best result.
Dewen Zeng +6 more
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Improved ant colony optimization algorithm based on RNA computing
Automatic Control and Computer Sciences, 2017RNA computing is a new intelligent optimization algorithm, which combines computer science and molecular biology. Aiming at the weakness of slow convergence rate and poor global search ability in the basic ant colony optimization algorithm due to the unreasonable selection of parameters, this paper utilizes the combination of RNA computing and basic ...
Liyi Zhang, Chao Xiao, Teng Fei
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Mobile Robots Odor Localization with an Improved Ant Colony Algorithm
2006 IEEE International Conference on Robotics and Biomimetics, 2006An improved ant colony algorithm (ACA) is put forward to solve the mobile robot odor localization (MROL) problem. The so-called MROL means localizing an odor source with mobile robots. The improved algorithm is realized through three phases, which are genetic algorithm (GA) based local search, global search and pheromone update. The GA ensures that the
Qing-Hao Meng +3 more
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Improved Ant Colony Algorithm for Partner Selection
2009 International Conference on Management Science and Engineering, 2009Partner selection is a classical combinatorial optimization problem. Its solution is a list of nodes which are the least value of each link. When the links and candidates are increased continuously, the complexity of partner selection grows exponentially. It is difficult to solve that problem in method of exhaustion.
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Application of improved ant colony algorithm in load balancing of software-defined networks
Journal of Supercomputing, 2022Huijun Zheng +4 more
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An improved ant colony algorithm with biological characteristics
2006 IEEE International Conference on Granular Computing, 2006Ling Qin +3 more
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Robotic Path Planning Based on Improved Ant Colony Algorithm
2019Ant colony algorithm is an intelligent bionic optimization algorithm. Its self-organization and intelligence provide guiding for studying the global path planning problem. Based on this, an improved ant colony algorithm is proposed to solve the problem of robotic path planning and improved the convergence speed.
Tingting Liu, Chuyi Song, Jingqing Jiang
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Improvement of PageRank algorithm by ant colony algorithm
Journal of Computer Applications, 2009Yue-wei DING, Hui GUO
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Design and optimization of logistics distribution route based on improved ant colony algorithm
Optik, 2023Qi Jiang
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