메뉴 건너뛰기




Volumn 118, Issue , 2017, Pages 15-29

Improved migration models of biogeography-based optimization for sonar dataset classification by using neural network

Author keywords

BBO; Classification; Clutter; Migration models; MLP NN; Sonar

Indexed keywords

CLUTTER (INFORMATION THEORY); COMPLEX NETWORKS; ECOLOGY; FUNCTIONS; HEURISTIC ALGORITHMS; NETWORK LAYERS; SONAR;

EID: 84997554027     PISSN: 0003682X     EISSN: 1872910X     Source Type: Journal    
DOI: 10.1016/j.apacoust.2016.11.012     Document Type: Article
Times cited : (52)

References (29)
  • 1
    • 84997529755 scopus 로고    scopus 로고
    • Classification of sonar targets using OMKC, genetic algorithms and statistical moments
    • [1] Mosavi, M.R., Khishe, M., Ebrahimi, E., Classification of sonar targets using OMKC, genetic algorithms and statistical moments. J Adv Comput Res 7:1 (2015), 50–59.
    • (2015) J Adv Comput Res , vol.7 , Issue.1 , pp. 50-59
    • Mosavi, M.R.1    Khishe, M.2    Ebrahimi, E.3
  • 2
    • 0023843391 scopus 로고
    • Analysis of hidden units in a layered network trained to classify sonar targets
    • [2] Gorman, R.P., Sejnowski, T.J., Analysis of hidden units in a layered network trained to classify sonar targets. Neural Networks 1 (1988), 75–89.
    • (1988) Neural Networks , vol.1 , pp. 75-89
    • Gorman, R.P.1    Sejnowski, T.J.2
  • 3
    • 84997547913 scopus 로고    scopus 로고
    • Approximation of active sonar clutter's statistical parameters using array's effective beam-width
    • [3] Mosavi, M.R., Khishe, M., Aghababaee, M., Mohammadzadeh, F., Approximation of active sonar clutter's statistical parameters using array's effective beam-width. Iran J Mar Sci Technol 73:1 (2015), 11–22.
    • (2015) Iran J Mar Sci Technol , vol.73 , Issue.1 , pp. 11-22
    • Mosavi, M.R.1    Khishe, M.2    Aghababaee, M.3    Mohammadzadeh, F.4
  • 4
    • 84997529783 scopus 로고    scopus 로고
    • Active sonar clutter control by using array beamforming
    • [4] Khishe, M., Aghababaee, M., Mohammadzadeh, F., Active sonar clutter control by using array beamforming. Iran J Mar Sci Technol 68:1 (2014), 1–6.
    • (2014) Iran J Mar Sci Technol , vol.68 , Issue.1 , pp. 1-6
    • Khishe, M.1    Aghababaee, M.2    Mohammadzadeh, F.3
  • 5
    • 0003611518 scopus 로고    scopus 로고
    • Neural smithing: supervised learning in feedforward artificial neural networks
    • MIT Press Cambridge, MA
    • [5] Reed, R.D., Marks, R.J., Neural smithing: supervised learning in feedforward artificial neural networks. 1998, MIT Press, Cambridge, MA.
    • (1998)
    • Reed, R.D.1    Marks, R.J.2
  • 6
    • 0037174193 scopus 로고    scopus 로고
    • Unsupervised learning in neural computation
    • [6] Oja, E., Unsupervised learning in neural computation. Theoret Comput Sci 287:1 (2002), 187–207.
    • (2002) Theoret Comput Sci , vol.287 , Issue.1 , pp. 187-207
    • Oja, E.1
  • 7
    • 67349220042 scopus 로고    scopus 로고
    • An online gradient method with momentum for two-layer feedforward neural networks
    • [7] Zhang, N., An online gradient method with momentum for two-layer feedforward neural networks. Appl Math Comput 212:2 (2009), 488–498.
    • (2009) Appl Math Comput , vol.212 , Issue.2 , pp. 488-498
    • Zhang, N.1
  • 8
    • 0141459829 scopus 로고    scopus 로고
    • Fast convergence for backpropagation network with magnified gradient function
    • [8] Ng, S.C., Cheung, C.C., Leung, S.H., Luk, A., Fast convergence for backpropagation network with magnified gradient function. IEEE conference on neural networks, 2003, 1903–1908.
    • (2003) IEEE conference on neural networks , pp. 1903-1908
    • Ng, S.C.1    Cheung, C.C.2    Leung, S.H.3    Luk, A.4
  • 10
    • 0027653233 scopus 로고
    • Evolutionary artificial neural networks
    • [10] Yao, X., Evolutionary artificial neural networks. Int J Neural Syst 4:3 (1993), 203–222.
    • (1993) Int J Neural Syst , vol.4 , Issue.3 , pp. 203-222
    • Yao, X.1
  • 11
    • 84885187476 scopus 로고    scopus 로고
    • Optical buffer performance enhancement using particle swarm optimization in ring-shape-hole photonic crystal waveguide
    • [11] Mirjalili, S.M., Abedi, K., Mirjalili, S., Optical buffer performance enhancement using particle swarm optimization in ring-shape-hole photonic crystal waveguide. Optik Int J Light Electron Optics 124:23 (2013), 5989–5993.
    • (2013) Optik Int J Light Electron Optics , vol.124 , Issue.23 , pp. 5989-5993
    • Mirjalili, S.M.1    Abedi, K.2    Mirjalili, S.3
  • 12
    • 84897064334 scopus 로고    scopus 로고
    • Let a biogeography-based optimizer train your multi-layer perceptron
    • [12] Mirjalili, S., Mirjalili, S., Lewis, A., Let a biogeography-based optimizer train your multi-layer perceptron. J Inform Sci 269 (2014), 188–209.
    • (2014) J Inform Sci , vol.269 , pp. 188-209
    • Mirjalili, S.1    Mirjalili, S.2    Lewis, A.3
  • 13
    • 84976232120 scopus 로고    scopus 로고
    • Fruit classification by biogeography-based optimization and feedforward neural network
    • [13] Zhang, Y., Phillips, P., Wang, S., Ji, G., Yang, J., Wu, J., Fruit classification by biogeography-based optimization and feedforward neural network. Expert Systems 33:3 (2016), 239–253.
    • (2016) Expert Systems , vol.33 , Issue.3 , pp. 239-253
    • Zhang, Y.1    Phillips, P.2    Wang, S.3    Ji, G.4    Yang, J.5    Wu, J.6
  • 14
    • 84940487338 scopus 로고    scopus 로고
    • Fruit classification by wavelet-entropy and feedforward neural network trained by fitness-scaled chaotic ABC and biogeography-based optimization
    • [14] Wang, S., Zhang, Y., Wang, S., Ji, G., Yang, J., Wu, J., et al. Fruit classification by wavelet-entropy and feedforward neural network trained by fitness-scaled chaotic ABC and biogeography-based optimization. Entropy 17:8 (2015), 5711–5728.
    • (2015) Entropy , vol.17 , Issue.8 , pp. 5711-5728
    • Wang, S.1    Zhang, Y.2    Wang, S.3    Ji, G.4    Yang, J.5    Wu, J.6
  • 15
    • 57249115093 scopus 로고    scopus 로고
    • Biogeography-based optimization
    • [15] Simon, D., Biogeography-based optimization. IEEE Trans Evol Comput 12:6 (2008), 702–713.
    • (2008) IEEE Trans Evol Comput , vol.12 , Issue.6 , pp. 702-713
    • Simon, D.1
  • 16
    • 77951665683 scopus 로고    scopus 로고
    • Biogeography-based optimization for different economic load dispatch problems
    • [16] Bhattacharya, A., Chattopadhyay, P., Biogeography-based optimization for different economic load dispatch problems. IEEE Trans Power Syst 25:2 (2010), 1064–1077.
    • (2010) IEEE Trans Power Syst , vol.25 , Issue.2 , pp. 1064-1077
    • Bhattacharya, A.1    Chattopadhyay, P.2
  • 19
    • 84937437761 scopus 로고    scopus 로고
    • Pathological brain detection in magnetic resonance imaging scanning by wavelet entropy and hybridization of biogeography-based optimization and particle swarm optimization
    • [19] Zhang, Y., Wang, S., Dong, Z., Phillip, P., Ji, G., Yang, J., Pathological brain detection in magnetic resonance imaging scanning by wavelet entropy and hybridization of biogeography-based optimization and particle swarm optimization. Prog Electromag Res 152 (2015), 41–58.
    • (2015) Prog Electromag Res , vol.152 , pp. 41-58
    • Zhang, Y.1    Wang, S.2    Dong, Z.3    Phillip, P.4    Ji, G.5    Yang, J.6
  • 20
    • 0003753629 scopus 로고    scopus 로고
    • Metapopulation biology: ecology, genetics and evaluation
    • Academic Press San Diego
    • [20] Hanski, I., Gilpin, M., Metapopulation biology: ecology, genetics and evaluation. 1997, Academic Press, San Diego.
    • (1997)
    • Hanski, I.1    Gilpin, M.2
  • 21
    • 0000627526 scopus 로고
    • Modified habitat suitability index model for brown trout in Southeastern Wyoming
    • [21] Wesche, T., Goertler, G., Hubert, W., Modified habitat suitability index model for brown trout in Southeastern Wyoming. North Am J Fish Manag 7 (1987), 232–237.
    • (1987) North Am J Fish Manag , vol.7 , pp. 232-237
    • Wesche, T.1    Goertler, G.2    Hubert, W.3
  • 23
    • 84866852704 scopus 로고    scopus 로고
    • Biogeography-based optimization with ensemble of migration models for global numerical optimization. In: IEEE world congress on computational intelligence, Brisbane, Australia; 2012. p. 1–8.
    • [23] Ma H, Fei M, Ding Z, Jin J. Biogeography-based optimization with ensemble of migration models for global numerical optimization. In: IEEE world congress on computational intelligence, Brisbane, Australia; 2012. p. 1–8.
    • Ma, H.1    Fei, M.2    Ding, Z.3    Jin, J.4
  • 24
    • 79960013327 scopus 로고    scopus 로고
    • Analysis of migration models of biogeography-based optimization using markov theory
    • [24] Ma, H., Simon, D., Analysis of migration models of biogeography-based optimization using markov theory. Eng Appl Artif Intell 24 (2011), 1052–1060.
    • (2011) Eng Appl Artif Intell , vol.24 , pp. 1052-1060
    • Ma, H.1    Simon, D.2
  • 25
    • 84885162981 scopus 로고    scopus 로고
    • An analysis of the migration rates for biogeography-based optimization
    • [25] Guo, W., Wang, L., Wu, Q., An analysis of the migration rates for biogeography-based optimization. Inf Sci 254 (2014), 111–140.
    • (2014) Inf Sci , vol.254 , pp. 111-140
    • Guo, W.1    Wang, L.2    Wu, Q.3
  • 27
    • 84997534577 scopus 로고    scopus 로고
    • Floating buoy controller design and implementation by using special sonobuoys
    • M.S. Thesis Marine Sciences University of Nowshahr Imam Khomeini
    • [27] Naseri, M.J., Floating buoy controller design and implementation by using special sonobuoys. M.S. Thesis, 2015, Marine Sciences University of Nowshahr Imam Khomeini.
    • (2015)
    • Naseri, M.J.1
  • 28
    • 84997534593 scopus 로고    scopus 로고
    • Monitoring and modelling studies of Iranian Coasts Phase5: Northern Coasts
    • Ports and Maritime Organization
    • [28] Allahyar, M.R., Nemati, M.H., Naseri, A.S., Golshani, A.A., Monitoring and modelling studies of Iranian Coasts Phase5: Northern Coasts. 2012, Ports and Maritime Organization.
    • (2012)
    • Allahyar, M.R.1    Nemati, M.H.2    Naseri, A.S.3    Golshani, A.A.4
  • 29
    • 84997202851 scopus 로고    scopus 로고
    • Monitoring and Modeling Studies of Iranian Coasts, <>.
    • [29] Monitoring and Modeling Studies of Iranian Coasts, < http://irancoasts.pmo.ir/en/first>.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.