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Volumn 7, Issue 8, 2012, Pages 272-280

Improved intelligent method for traffic flow prediction based on artificial neural networks and ant colony optimization

Author keywords

Ant colony optimization; Artificial neural network; Traffic flow prediction

Indexed keywords

ANT COLONY OPTIMIZATION (ACO); ANTI-JAMMING CAPABILITY; FAULT-TOLERANT; FORECAST ACCURACY; INFORMATION STRUCTURES; INTELLIGENT METHOD; INTELLIGENT PREDICTION; NON-LINEARITY; NONLINEAR INFORMATION; OPERATION TIME; PREDICTION ACCURACY; PREDICTION ERRORS; PREDICTION METHODS; PREDICTION MODEL; REAL TIME TRAFFICS; REDUCTION PRETREATMENT; TESTING DATA; TRAFFIC FLOW; TRAFFIC FLOW PREDICTION;

EID: 84861850761     PISSN: 19759320     EISSN: 22339299     Source Type: Journal    
DOI: 10.4156/jcit.vol7.issue8.31     Document Type: Article
Times cited : (22)

References (14)
  • 1
    • 79953743785 scopus 로고    scopus 로고
    • A Two-Stage Cardholder Behavioural Scoring Model Using Artificial Neural Networks and Data Envelopment Analysis
    • I-Fei, Chen, "A Two-Stage Cardholder Behavioural Scoring Model Using Artificial Neural Networks and Data Envelopment Analysis", IJACT, Vol. 3, No. 2, pp. 87-94, 2011.
    • (2011) IJACT , vol.3 , Issue.2 , pp. 87-94
    • I-Fei, C.1
  • 2
    • 78651535356 scopus 로고    scopus 로고
    • Traffic Prediction Based on Improved Neural Network
    • Cui Jian-ming, "Traffic Prediction Based on Improved Neural Network", JCIT, Vol. 5, No. 9, pp. 85-89, 2010.
    • (2010) JCIT , vol.5 , Issue.9 , pp. 85-89
    • Jian-Ming, C.1
  • 3
    • 78651592797 scopus 로고    scopus 로고
    • Using Genetic Algorithms to Optimize Artificial Neural Networks
    • Shifei Ding, Li Xu, Chunyang Su, Hong Zhu, "Using Genetic Algorithms to Optimize Artificial Neural Networks", JCIT, Vol. 5, No. 8, pp. 54-62, 2010.
    • (2010) JCIT , vol.5 , Issue.8 , pp. 54-62
    • Ding, S.1    Li, X.2    Chunyang, S.3    Zhu, H.4
  • 4
    • 2542618358 scopus 로고    scopus 로고
    • Efficient learning algorithms for three-layer regular feedforward fuzzy neural networks
    • P. Y. Liu and H. X. Li. "Efficient learning algorithms for three-layer regular feedforward fuzzy neural networks", IEEE Trans. Neural Netw. Vol. 15, No. 3, pp. 545-558, 2004.
    • (2004) IEEE Trans. Neural Netw , vol.15 , Issue.3 , pp. 545-558
    • Liu, P.Y.1    Li, H.X.2
  • 5
    • 13844255524 scopus 로고    scopus 로고
    • Smooth function approximation using neural networks
    • S. Ferrari and R. F. Steangel. "Smooth function approximation using neural networks", IEEE Trans. Neural Netw., Vol. 16, No. 1, pp. 24-38, 2005.
    • (2005) IEEE Trans. Neural Netw , vol.16 , Issue.1 , pp. 24-38
    • Ferrari, S.1    Steangel, R.F.2
  • 6
    • 33144466864 scopus 로고    scopus 로고
    • Tuning the structure and parameters of a neural network by using hybrid taguchi-genetic algorithm
    • J. T. Tsai, J. H. Chou, and T. K. Liu. "Tuning the structure and parameters of a neural network by using hybrid taguchi-genetic algorithm", IEEE Trans. Neural Netw., Vol. 17, No. 1, pp.69-80, 2006.
    • (2006) IEEE Trans. Neural Netw , vol.17 , Issue.1 , pp. 69-80
    • Tsai, J.T.1    Chou, J.H.2    Liu, T.K.3
  • 7
    • 84863011164 scopus 로고    scopus 로고
    • A Two-stage Ant Colony Optimization Algorithm for the Vehicle Routing Problem with Time Windows
    • Xudong Wu, "A Two-stage Ant Colony Optimization Algorithm for the Vehicle Routing Problem with Time Windows", IJACT, Vol. 4, No. 1, pp. 485-491, 2012
    • (2012) IJACT , vol.4 , Issue.1 , pp. 485-491
    • Xudong, W.1
  • 8
    • 84856568328 scopus 로고    scopus 로고
    • A Mathematical Quadratic Integer Model based on Ant Colony Optimization for Air Traffic Control
    • TAN xianru, "A Mathematical Quadratic Integer Model based on Ant Colony Optimization for Air Traffic Control", AISS, Vol. 4, No. 1, pp. 185-191, 2012
    • (2012) AISS , vol.4 , Issue.1 , pp. 185-191
    • Xianru, T.A.N.1
  • 9
    • 19044396282 scopus 로고    scopus 로고
    • Improvements and applications of BP neural network algorithm in radar target recognition
    • Zhang Jing, Song Rui, and Yu Wenxian. "Improvements and applications of BP neural network algorithm in radar target recognition", Systems Engineering and Electronics, Vol. 27, No. 4, pp.582-585, 2005.
    • (2005) Systems Engineering and Electronics , vol.27 , Issue.4 , pp. 582-585
    • Jing, Z.1    Rui, S.2    Wenxian, Y.3
  • 10
    • 0035493218 scopus 로고    scopus 로고
    • The application of rough set neural network system in fault diagnosis
    • Hao Lina and Xu Xinhe. "The application of rough set neural network system in fault diagnosis", Control Theory and Applications, Vol. 18, No. 5, pp.681-685, 2001.
    • (2001) Control Theory and Applications , vol.18 , Issue.5 , pp. 681-685
    • Lina, H.1    Xinhe, X.2
  • 13
    • 0034503468 scopus 로고    scopus 로고
    • Rough sets as a front end of neural-networks texture classifiers
    • R. W. Swiniarski and L. Hargis. "Rough sets as a front end of neural-networks texture classifiers", Neurocomputing, Vol. 36, No. 1, pp.85-102, 2001.
    • (2001) Neurocomputing , vol.36 , Issue.1 , pp. 85-102
    • Swiniarski, R.W.1    Hargis, L.2
  • 14
    • 65649109734 scopus 로고    scopus 로고
    • A comparison of neural network, rough sets and support vector machine on remote sensing image classification
    • Xiao, Hang and Zhang, Xiubin. "A comparison of neural network, rough sets and support vector machine on remote sensing image classification",. Journal of Computational Information Systems, Vol. 4, No. 6, pp. 2555-2564, 2008.
    • (2008) Journal of Computational Information Systems , vol.4 , Issue.6 , pp. 2555-2564
    • Xiao, H.1    Zhang, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.