A New Version of the Ant-Miner Algorithm Discovering Unordered Rule Sets [PDF]
, 2006 The Ant-Miner algorithm, first proposed by Parpinelli and colleagues, applies an ant colony optimization heuristic to the classification task of data mining to discover an ordered list of classification rules.
James Smaldon +3 more
core +2 more sources
Web page classification with an ant colony algorithm [PDF]
, 2004 This paper utilizes Ant-Miner - the first Ant Colony algorithm for discovering classification rules - in the field of web content mining, and shows that it is more effective than C5.0 in two sets of BBC and Yahoo web pages used in our experiments.
Holden, Nicholas +3 more
core +1 more source
Dynamic Path Planning Based on Improved Ant Colony Algorithm in Traffic Congestion
IEEE Access, 2020 Congestion road condition is an important factor that must be considered in urban traffic path planning, while most path planning algorithms only consider the distance factor, which is not suitable for the current complex urban traffic congestion road ...
Chunjiang Wu, Shijie Zhou, Licai Xiao
doaj +1 more source
Dynamic ant colony algorithm based on cw saving Value
MATEC Web of Conferences, 2018 As a swarm intelligence optimization algorithm, ant colony algorithm (ACO) has a good application in combinatorial optimization problems, in which traveling salesman problem (TSP) is an important application of ACO algorithm.
Yao Jiang-Gu, Gao Jian
doaj +1 more source
An Improvement of a Mapping Method Based on Ant Colony Algorithm Applied to Smart Cities
Applied Sciences, 2022 The ant colony algorithm has been widely used in the field of data analysis of smart cities. However, the research of the traditional ant colony algorithm is more focused on one-to-one scenarios and there is insufficient research on many-to-one scenarios.
Kaiming Xu +3 more
doaj +1 more source
Application of an Improved Ant Colony Algorithm in TSP Problem Solving
Chemical Engineering Transactions, 2016 Ant Colony Algorithm (ACA) is a kind of heuristic search algorithm based on population search. As a new bionic algorithm, ACA has attracted a lot of experts and scholars' attention. And they deduct many different improved versions.
W.D. Ren, W.X. Sun
doaj +1 more source
Research on vehicle routing problem based on improved ant colony algorithm[JP]
Journal of Hebei University of Science and Technology, 2022 In order to solve the problems of slow convergence and easiness to fall into local optimal solution in solving vehicle routing problem,an improved ant colony algorithm was proposed.Firstly,the saving matrix updating selection probability formula was ...
Ziyu LIU +4 more
doaj
Task allocation of multiple autonomous underwater vehicles based on improved ant colony algorithm
Zhongguo Jianchuan Yanjiu, 2018 [Objectives] With the submarine topographic survey mission of the Multiple Autonomous Underwater Vehicles (MAUV) as the background,the optimal task allocation method of MAUV is proposed on the basis of an improved ant colony algorithm.[Methods] The task ...
LIU Ruixuan, ZHANG Yonglin
doaj +1 more source
Multi-factor of path planning based on an ant colony optimization algorithm
Annals of GIS, 2020 We propose an improved ant colony algorithm for avoiding obstacles in complex static environments that addresses the problems of a single evaluation factor and low path quality of the traditional ant colony algorithm in path planning.
Mingchang Wang +4 more
doaj +1 more source
A New Ant Colony Algorithm for Multi-Label Classification with Applications in Bioinformatics [PDF]
, 2006 The conventional classification task of data mining can be called single-label classification, since there is a single class attribute to be predicted.
Chan, Allen +3 more
core +1 more source