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Ant Colony Optimization Algorithm Based on Dynamic Recombination and Co- operative Communication Strategy

open access: yesJisuanji 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
doaj   +1 more source

Comparison of Adaptive Ant Colony Optimization for Image Edge Detection of Leaves Bone Structure

open access: yesEmitter: International Journal of Engineering Technology, 2018
Leaf bone structure has a characteristic that can be used as a reference in digital image processing. One form of digital image processing is image edge detection. Edge detection is the process of extracting edge information from an image.
Febri Liantoni   +2 more
doaj   +1 more source

Query optimization of distributed database based on multiple ant colony genetic algorithm

open access: yes上海师范大学学报. 自然科学版, 2018
In the light of the defect of single algorithm of query optimization,this paper proposes a multiple ant colony genetic algorithm combining the advantages of ant colony algorithm and genetic algorithmwhich overcomes the blindness of early search of ant ...
Zhou Ying, Chen Junhua
doaj   +1 more source

A Comparative Study on the Use of Classification Algorithms in Financial Forecasting [PDF]

open access: yes, 2014
Financial forecasting is a vital area in computational finance, where several studies have taken place over the years. One way of viewing financial forecasting is as a classification problem, where the goal is to find a model that represents the ...
F Otero, J Koza, S García, SH Chen
core   +1 more source

Ant Colony Optimization [PDF]

open access: yes, 2012
NEGLI ULTIMI ANNI SONO STATE INTRODOTTE NUOVE METODOLOGIE PER L’OTTIMIZZAZIONE DI DETERMINATI TIPI DI PROBLEMI: OSSERVANDO E STUDIANDO MECCANISMI NATURALI È STATO POSSIBILE SVILUPPARE NUOVI ALGORITMI ADATTANDOLI POI A SITUAZIONI COMPLETAMENTE DIVERSE RISPETTO A QUELLE OSSERVATE IN NATURA.
Santino Madia   +4 more
openaire   +3 more sources

Adaptive Ant Colony Optimization on Mango Classification Using K-Nearest Neighbor and Support Vector Machine

open access: yesJournal of Information Systems Engineering and Business Intelligence, 2017
— Leaves recognition can use an image edge detection method. In this research, the classification of mango gadung and manalagi will be performed. In the preprocess stage edge detection method using adaptive ant colony optimization method.
Febri Liantoni, Luky Agus Hermanto
doaj   +1 more source

Research on Improved Ant Colony Optimization Algorithm of MPR Under Dense MANET [PDF]

open access: yesJisuanji gongcheng, 2021
The traditional Multi-Point Relay(MPR) mechanism uses the greedy algorithm, which usually leads to solution set redundancy. To address the problem, this paper combines the Ant Colony Optimization(ACO) algorithm and MPR to propose a Dynamic Update Ant ...
ZHAO Qichao, YANG Yuwang, XIE Yongsheng, TANG Xiaofang, LI Cao
doaj   +1 more source

Brainstorming-Based Ant Colony Optimization for Vehicle Routing With Soft Time Windows

open access: yesIEEE Access, 2019
In this paper, we propose a novel ant colony optimization algorithm based on improved brainstorm optimization (IBSO-ACO) to solve the vehicle routing problem with soft time windows.
Libing Wu   +4 more
doaj   +1 more source

Parameter Prediction Model for Signal Reconstruction Fluctuating Operation State of Chemical Machinery Equipment Based on Ant Colony Algorithm

open access: yesChemical Engineering Transactions, 2018
Exploring structure of parameter prediction model for signal reconstruction fluctuating operation state of chemical machinery equipment based on ant colony algorithm, and optimizing the global performance.
Yuanshao Hou
doaj   +1 more source

Intrusion Detection and Classification Using Ant Colony Optimization Algorithm [PDF]

open access: yesالمجلة العراقية للعلوم الاحصائية, 2013
Studies of ant colonies have contributed in abundance to the set of intelligent algorithms. The modeling of pheromone depositing by ants in their search for the shortest paths to food sources resulted in the development of shortest path optimization ...
Mafaz Mohsin Khalil Al-Anezi   +3 more
doaj   +1 more source

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