Výsledky vyhledávání - Ant colony system algorithm with random sampling method

Production planning for stochastic manufacturing/remanufacturing system with demand substitution using a hybrid ant colony system algorithm Autor Liu, Wenjie, Ma, Wenyan, Hu, Yi, Jin, Mingzhou, Li, Kai, Chang, Xiangyun, Yu, Xianyu

“… An ant colony system algorithm with random sampling method (ACS-RSM) was proposed to minimize the total expected cost of the stochastic HMRS…”
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Improve the Accuracy of Recurrent Fuzzy System Design Using an Efficient Continuous Ant Colony Optimization Autor Chen, Chi-Chung, Shen, Li Ping

“…This paper proposes a new population-based evolutionary optimization algorithm, elite-mixed continuous ant colony optimization with central initialization (EMCACO-C…”
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Path planning of multiple autonomous marine vehicles for adaptive sampling using Voronoi-based ant colony optimization Autor Xiong, Chengke, Chen, Danfeng, Lu, Di, Zeng, Zheng, Lian, Lian

“… For comparison, conventional ACO, rapidly-exploring random tree star (RRT*) and Dijkstra’s algorithm are also applied and tested for adaptive ocean sampling…”
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Planning with ants Autor Viseras, Alberto, Rafael Ortiz Losada, Merino, Luis

“… These methods perform a uniform sampling of the state space, which is needed to guarantee the algorithm’s completeness but does not necessarily lead to the most efficient solution…”
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Path Planning Technique for Mobile Robots: A Review Autor Yang, Liwei, Li, Ping, Qian, Song, Quan, He, Miao, Jinchao, Liu, Mengqi, Hu, Yanpei, Memetimin, Erexidin

“… Initially, we provide an overview of eight diverse methods for mapping, each mirroring the varying levels of abstraction that robots employ to interpret…”
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Multi-UAV Cooperative 3D Coverage Path Planning Based on Asynchronous Ant Colony Optimization Autor Li, Hui, Chen, Yang, Chen, Zhihuan, Wu, Huaiyu

“… Firstly, the random sampling method is used to get the potential UAV waypoints in the 3D free environment, based on which a Primitive Coverage Graph (PCG) is constructed…”
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Toward Optimization of AGV Path Planning: An RRT-ACO Algorithm Autor Wang, Wenjuan, Li, Jiaye, Bai, Zongning, Wei, Zhonghua, Peng, Jingxuan

“… In this paper, an AGV based on the fast-scaling random tree-ant colony algorithm (RRT*-ACO) is proposed. The path planning method uses the fast search mechanism of RRT…”
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The Improved Informed‐RRT Algorithm, Which Optimizes the Sampling Strategy and Integrates an Artificial Potential Field Autor Kai‐shen, Kang, Hai‐long, Huang, Zi‐qi, S. U., Hai‐ze, Wang

“…‐Exploring Random Trees (RRT) algorithms, this paper proposes an Optimized Sampling Strategy and Artificial Potential Fields Fusion‐based Informed‐RRT…”
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Planning with ants: Efficient path planning with rapidly exploring random trees and ant colony optimization Autor Viseras, Alberto, Losada, Rafael Ortiz, Merino, Luis

“… These methods perform a uniform sampling of the state space, which is needed to guarantee the algorithm’s completeness but does not necessarily lead to the most efficient solution…”
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Multi-robot coverage path planning for dimensional inspection of large free-form surfaces based on hierarchical optimization Autor Zhao, Wenzheng, Liu, Yinhua, Li, Yanzheng, Hu, Chengwei, Sun, Rui

“…The multi-robot coverage path planning problem (MRCPP), incorporating with the sub-problems of viewpoint sampling, viewpoint task allocation and robotic…”
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Sharp Bounds for Genetic Drift in Estimation of Distribution Algorithms Autor Doerr, Benjamin, Zheng, Weijie

“… This can result in a considerable performance loss. This article gives the first tight quantification of this effect for three EDAs and one ant colony optimizer, namely, for the univariate marginal distribution algorithm, the compact genetic algorithm…”
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A holistic approach to software fault prediction with dynamic classification Autor Kaliraj, S., Sahasranth, Velisetti Geetha Pavan, Sivakumar, V.

“… Additionally, we employ the innovative Ant-Colony Optimization algorithm (ACO) for feature selection, extracting pertinent features to amplify model performance…”
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Efficient Decision Makings for Dynamic Weapon-Target Assignment by Virtual Permutation and Tabu Search Heuristics Autor Xin, Bin, Chen, Jie, Zhang, Juan, Dou, Lihua, Peng, Zhihong

“…The dynamic weapon-target assignment (DWTA) problem is a typical constrained combinatorial optimization problem with the objective of maximizing the total…”
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A novel Max-Min ant system algorithm for traveling salesman problem Autor Zhaojun Zhang, Zuren Feng

“…A novel max-min ant system algorithm is proposed for the problem of setting pheromone trail value which is caused by uncertainty of the objective function value…”
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Performance Analysis of Bio-Inspired Scheduling Algorithms for Cloud Environments Autor Al Buhussain, Ali, De Grande, Robson E., Boukerche, Azzedine

“…Cloud computing environments mainly focus on the delivery of resources, platforms, and applications as services to users over the Internet. Cloud promises…”
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Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators Autor Piotrowski, Adam P.

“…; (2) the use of Nelder–Mead algorithm as a local search method hybridized with DE; and (3) the splitting mutation into Global and Local models, when Local mutation…”
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Rank-based ant colony optimization applied to dynamic traveling salesman problems Autor Liu, Jenn-long

“… This probability distribution of the random proportional rule, which is similar to that of the stochastic universal sampling method generally applied to the selection operation in genetic algorithms…”
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Use of sampling and Ant Colony Optimization for predicting support in Recommender System Autor Paranjape-Voditel, Preeti, Thakare, Abhijeet

“… Also for large datasets passes over the database are an expensive option so we have sampled the datasets and run frequent itemset generation algorithms on these random samples…”
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Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems Autor Thaher, Thaer, Chantar, Hamouda, Too, Jingwei, Mafarja, Majdi, Turabieh, Hamza, Houssein, Essam H.

“… Six natural selection mechanisms comprising Best-based, Tournament, Roulette wheel, Stochastic universal sampling, Linear rank, and Random-based…”
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Hyperspectral remote sensing of forage stoichiometric ratios in the senescent stage of alpine grasslands Autor Gao, Jinlong, Liang, Tiangang, Zhang, Dongmei, Liu, Jie, Feng, Qisheng, Wu, Caixia, Wang, Zhiwei, Zhang, Xuanfan

“…Senescence is an important phenological stage in the life cycle of grassland plants, and estimating grass senescence in alpine grasslands is particularly…”
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