An Improved Ant Colony Optimization Algorithm Based on Hybrid Strategies for Scheduling Problem
IEEE Access, 2019 In this paper, an improved ant colony optimization(ICMPACO) algorithm based on the multi-population strategy, co-evolution mechanism, pheromone updating strategy, and pheromone diffusion mechanism is proposed to balance the convergence speed and solution
Wu Deng, Junjie Xu, Huimin Zhao
exaly +2 more sources
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
doaj +2 more sources
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
doaj +1 more source
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
doaj +1 more source
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
openaire +1 more source
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
doaj +1 more source
Path planning for mobile robots in complex environments based on improved ant colony algorithm.
Mathematical biosciences and engineering : MBE, 2023 Aiming at the problems of the basic ant colony algorithm in path planning, such as long convergence time, poor global path quality and not being suitable for dynamic environments and unknown environments, this paper proposes a path planning method for ...
Yuzhuo Shi +5 more
semanticscholar +1 more source
Intelligent Warehouse Robot Path Planning Based on Improved Ant Colony Algorithm
IEEE Access, 2023 To improve the safety and accuracy of path planning of intelligent warehouse robots, this paper establishes a storage shelf model, incorporates Poisson Distribution to simulate the influence of unknown factors, and establishes a three-color raster map ...
Yun Chen +3 more
semanticscholar +1 more source
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
doaj +1 more source
Path planning of mobile robot based on improved ant colony algorithm for logistics.
Mathematical biosciences and engineering : MBE, 2021 The path planning of robot is of great significance for the logistics industry, which helps to improve the efficiency of warehousing, sorting and distribution.
Tian Xue +4 more
semanticscholar +1 more source