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Path optimization for robots using nature-inspired hybrid algorithms: ACO, PSO, and GSO
Systems and Soft ComputingPath planning represents a fundamental challenge in the domain of artificial intelligence, particularly when autonomous robots are required to operate in complex and dynamic environments. Conventional optimization techniques, including Genetic Algorithms
Sameer Shastri +6 more
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An Improved Ant Colony Algorithm for Continuous Optimization Based on Levy Flight
Chemical Engineering Transactions, 2016 Ant colony optimization (ACO) is proposed on the study of the foraging behavior of ants on the basis of the proposed and widely used in the optimization. However, it has some shortcoming such as longer time, hardly implement and local optimal etc.
H.Z. Wang, C.G. Liang
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Jurnal Teknik Industri: Jurnal Hasil Penelitian dan Karya Ilmiah dalam Bidang Teknik IndustriThis paper addresses the problem of production tardiness on five parallel production floors at PT Garmen X, each with an identical machine arrangement.
Hana Merlina Hesti Bestari +2 more
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Heuristic Ant Colony Optimization with Applications in Communication Systems
Semina: Ciências Exatas e Tecnológicas, 2014 This work explores the heuristic optimization algorithm based on ant colonies (ACO), deployed on complex optimization problems, aiming to achieve an iterative and feasible method which is able to solve NP and NP-Hard problems related to wireless networks.
Mateus de P. Marques +2 more
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KOMPARASI METODE ANT COLONY OPTIMIZATION DENGAN TABU SEARCH UNTUK PENJADWALAN PERKULIAHAN
Matrix: Jurnal Manajemen Teknologi dan Informatika, 2016 Masalah penjadwalan kuliah merupakan masalah yang sangat kompleks. Inti penjadwalan tersebut adalah menjadwalkan beberapa komponen yang terdiri dari mahasiswa, dosen, ruang, waktu, dan matakuliah dengan memerhatikan sejumlah batasan dan syarat ...
Komang Ayu Triana Indah Triana Indah
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Applied SciencesIn computer network security, the escalating use of computer networks and the corresponding increase in cyberattacks have propelled Intrusion Detection Systems (IDSs) to the forefront of research in computer science.
Hadi Najafi Mohsenabad, Mehmet Ali Tut
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ACO-RR: Ant Colony Optimization Ridge Regression in Reuse of Smart City System [PDF]
, 2019 With the rapid development of artificial intelligence, governments of different countries have been focusing on building smart cities. To build a smart city is a system construction process which not only requires a lot of human and material resources, but also takes a long period of time. Due to the lack of enough human and material resources, it is a
Qiaoyun Yin +4 more
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GOA-ACO: A goose optimized ant colony algorithm for the automated guided vehicle path planning
Alexandria Engineering JournalThis article proposes a goose optimized ant colony algorithm (GOA-ACO) to enhance the quality and efficiency of path optimization for Automated Guided Vehicle(AGV) in intelligent production environments.
Xiaohe Sheng +4 more
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Ant Colony Optimization (ACO) Based MANET Routing Protocols: A Comprehensive Review
Computer and Information Science, 2019 Application of mobile ad hoc networks (MANETs) has gained significant popularity among researchers in the field of data communication networks. However, a MANET operating in a wireless environment imposes a number of challenges for the implementers so far as routing of packets across it is concerned.
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Coupling ANFIS with ant colony optimization (ACO) algorithm for 1-, 2-, and 3-days ahead forecasting of daily streamflow, a case study in Poland. [PDF]
Environ Sci Pollut Res Int, 2023 Aghelpour P, Graf R, Tomaszewski E.
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