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Ant Colony Optimization [PDF]

open access: yesHandbook of Machine Learning, 2016
Si — Metode Optimasi Abstrak lebih dikenal salah satunya adalah metode pendekatan. Metode pendekatan tidak menjamin solusi optimal. Namun, meskipun metode ini tidak menjamin hasil yang optimal, tetapi hasil penyelesaian umumnya cukup baik. Metaheuristik
Karjono, K. (Karjono)   +2 more
core   +3 more sources

Dynamic Path Optimization Based on Improved Ant Colony Algorithm

open access: yesJournal of Advanced Transportation, 2023
Dynamic path optimization is an important part of intelligent transportation systems (ITSs). Aiming at the shortcomings of the current dynamic path optimization method, the improved ant colony algorithm was used to optimize the dynamic path.
Juan Cheng
doaj   +2 more sources

MULTI OBJECTIVES FUZZY ANT COLONY OPTIMIZATION DESIGN OF SUPPLY PATH SEARCHING [PDF]

open access: yesJurnal Ilmu Komputer dan Informasi, 2012
One of problem faced in supply chain management is path searching. The best path depend not only on distance, but also other variables, such as: the quality of involved companies, quality of delivered product, and other value resulted by quality ...
Ditdit N Utama   +4 more
doaj   +5 more sources

Ant Colony Optimization [PDF]

open access: yesProceedings of the 12th annual conference companion on Genetic and evolutionary computation, 2010
Import 29/09/2010ACO se zabývá řešením kombinatorických problémů, pomocí chování mravenců v přírodě. Přesněji na vyhledávaní nejkratší cesty v grafu pomocí feromonu. ACO jsou heuristické algoritmy.
Vašata, Jan
core   +5 more sources

Ant Colony Optimization with Cunning Ants

open access: diamondTransactions of the Japanese Society for Artificial Intelligence, 2007
In this paper, we propose the cAS, a new ACO algorithm, and evaluate the performance using TSP instances available at TSPLIB. The results show that cAS works well on the test instances and has performance that may be one of the most promising ACO algorithms.
Shigeyoshi Tsutsui
openaire   +3 more sources

Research on the Application of Ant Colony Algorithm in University Teaching Management Service System [PDF]

open access: yesMATEC Web of Conferences, 2022
The ant colony algorithm is based on the real ant colony foraging behavior research algorithm, based on the ant colony algorithm university teaching management service system, through the development of one-click automatic course scheduling, drag-and ...
Yi Wei
doaj   +1 more source

Single-Colony Adaptive Heterogeneous Ant Colony Algorithm for Mobile Robot Path Planning [PDF]

open access: yesJisuanji kexue yu tansuo, 2022
Aiming at the existent problems of complex structure, slow optimization rate and inadequate adaptability of multi-colony ant colony algorithm, a single colony adaptive heterogeneous ant colony algorithm is proposed to solve mobile robot path planning ...
ZHANG Songcan, SUN Lifan, SI Yanna, PU Jiexin
doaj   +1 more source

Abnormal Data Detection Method Based on Ant Colony Algorithm [PDF]

open access: yesJisuanji gongcheng, 2016
Since the traditional outlier detection technology based on Omeasure needs to search all paths while detecting abnormal data and it is easy to make misjudgments under the scenario of less amount of data.Hence,it has obvious defects on the efficiency and
CAI Mei,LIU Bo
doaj   +1 more source

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

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