메뉴 건너뛰기




Volumn 29, Issue , 2014, Pages 1631-1643

Fast and accurate optimization of a GPU-accelerated CA urban model through cooperative coevolutionary particle swarms

Author keywords

Cellular automata; Cooperative coevolution; GPGPU; Particle swarm; Urban models

Indexed keywords

ALGORITHMS; CALIBRATION; CELLULAR AUTOMATA; COMPUTER GRAPHICS; HEURISTIC ALGORITHMS; LAND USE; MOBILE SECURITY; PARTICLE SWARM OPTIMIZATION (PSO); PROGRAM PROCESSORS;

EID: 84902811921     PISSN: 18770509     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.procs.2014.05.148     Document Type: Conference Paper
Times cited : (22)

References (32)
  • 2
    • 33745806880 scopus 로고    scopus 로고
    • SCIARA γ2: An improved cellular automata model for lava flows and applications to the 2002 etnean crisis
    • Maria Vittoria Avolio, Gino Mirocle Crisci, Salvatore Di Gregorio, Rocco Rongo, William Spataro, and Giuseppe A. Trunfio. SCIARA γ2: An improved cellular automata model for lava flows and applications to the 2002 Etnean crisis. Computers & Geosciences, 32(7):876-889, 2006.
    • (2006) Computers & Geosciences , vol.32 , Issue.7 , pp. 876-889
    • Avolio, M.V.1    Crisci, G.M.2    Gregorio, S.D.3    Rongo, R.4    Spataro, W.5    Trunfio, G.A.6
  • 4
    • 77952299093 scopus 로고    scopus 로고
    • A comparison of evolutionary algorithms for automatic calibration of constrained cellular automata
    • volume 6016 of LNCS, Springer
    • Ivan Blecic, Arnaldo Cecchini, and Giuseppe A. Trunfio. A comparison of evolutionary algorithms for automatic calibration of constrained cellular automata. In ICCSA 2010, Part I, volume 6016 of LNCS, pages 166-181. Springer, 2010.
    • (2010) ICCSA 2010 , Issue.PART I , pp. 166-181
    • Blecic, I.1    Cecchini, A.2    Trunfio, G.A.3
  • 5
    • 84881372729 scopus 로고    scopus 로고
    • Cellular automata simulation of urban dynamics through gpgpu
    • Ivan Blecic, Arnaldo Cecchini, and Giuseppe A. Trunfio. Cellular automata simulation of urban dynamics through gpgpu. The Journal of Supercomputing, 65(2):614-629, 2013.
    • (2013) The Journal of Supercomputing , vol.65 , Issue.2 , pp. 614-629
    • Blecic, I.1    Cecchini, A.2    Trunfio, G.A.3
  • 6
    • 1942437412 scopus 로고    scopus 로고
    • Understanding spatial and temporal processes of urban growth: Cellular automata modelling
    • Jianquan Cheng and Ian Masser. Understanding spatial and temporal processes of urban growth: cellular automata modelling. Environment and Planning B: Planning and Design, 31(2):167-194, 2004.
    • (2004) Environment and Planning B: Planning and Design , vol.31 , Issue.2 , pp. 167-194
    • Cheng, J.1    Masser, I.2
  • 7
    • 0000750406 scopus 로고    scopus 로고
    • A self-modifying cellular automaton model of historical urbanization in the san francisco bay area
    • K. C. Clarke, S. Hoppen, and L. Gaydos. A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area. Environment and Planning B: Planning and Design, 24(2):247-261, 1997.
    • (1997) Environment and Planning B: Planning and Design , vol.24 , Issue.2 , pp. 247-261
    • Clarke, K.C.1    Hoppen, S.2    Gaydos, L.3
  • 8
    • 0032447095 scopus 로고    scopus 로고
    • Loose-coupling a cellular automaton model and GIS: Long-term urban growth prediction for san Francisco and Washington/Baltimore
    • Keith C. Clarke and Leonard J. Gaydos. Loose-coupling a cellular automaton model and GIS: Long-term urban growth prediction for San Francisco and Washington/Baltimore. International Journal of Geographical Information Science, 12(7):699-714, 1998.
    • (1998) International Journal of Geographical Information Science , vol.12 , Issue.7 , pp. 699-714
    • Clarke, K.C.1    Gaydos, L.J.2
  • 9
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Jacob Cohen. A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement, 20(1):37-46, 1960.
    • (1960) Educational and Psychological Measurement , vol.20 , Issue.1 , pp. 37-46
    • Cohen, J.1
  • 11
    • 67349240046 scopus 로고    scopus 로고
    • Validating and calibrating integrated cellular automata based models of land use change
    • Sergio Albeverio, Denise Andrey, Paolo Giordano, and Alberto Vancheri, editors, Physica-Verlag HD
    • Guy Engelen and Roger White. Validating and calibrating integrated cellular automata based models of land use change. In Sergio Albeverio, Denise Andrey, Paolo Giordano, and Alberto Vancheri, editors, The Dynamics of Complex Urban Systems, pages 185-211. Physica-Verlag HD, 2008.
    • (2008) The Dynamics of Complex Urban Systems , pp. 185-211
    • Engelen, G.1    White, R.2
  • 12
    • 30144433030 scopus 로고    scopus 로고
    • Environment explorer: Spatial support system for the integrated assessment of socio-economic and environmental policies in the Netherlands
    • Guy Engelen, Roger White, and Ton de Nijs. Environment Explorer: Spatial support system for the integrated assessment of socio-economic and environmental policies in the Netherlands. Integrated Assessment, 4(2), 2005.
    • Integrated Assessment , vol.4 , Issue.2 , pp. 2005
    • Engelen, G.1    White, R.2    Nijs, T.D.3
  • 13
    • 80955177140 scopus 로고    scopus 로고
    • Modeling dynamic urban growth using cellular automata and particle swarm optimization rules
    • Yongjiu Feng, Yan Liu, Xiaohua Tong, Miaolong Liu, and Susu Deng. Modeling dynamic urban growth using cellular automata and particle swarm optimization rules. Landscape and Urban Planning, 102(3):188 - 196, 2011.
    • (2011) Landscape and Urban Planning , vol.102 , Issue.3 , pp. 188-196
    • Feng, Y.1    Liu, Y.2    Tong, X.3    Liu, M.4    Deng, S.5
  • 14
    • 33750548590 scopus 로고    scopus 로고
    • Brains vs. Brawn-comparative strategies for the calibration of a cellular automata-based urban growth model
    • 8-10 September
    • Noah C. Goldstein. Brains vs. Brawn-Comparative strategies for the calibration of a cellular automata-based urban growth model. In Proceedings of the 7-th International Conference on GeoComputation, 8-10 September, 2003.
    • (2003) Proceedings of the 7-th International Conference on GeoComputation
    • Goldstein, N.C.1
  • 15
    • 77951164372 scopus 로고    scopus 로고
    • A general-purpose parallel raster processing programming library test application using a geographic cellular automata model
    • Qingfeng Guan and Keith C. Clarke. A general-purpose parallel raster processing programming library test application using a geographic cellular automata model. International Journal of Geographical Information Science, 24(5):695-722, 2010.
    • (2010) International Journal of Geographical Information Science , vol.24 , Issue.5 , pp. 695-722
    • Guan, Q.1    Clarke, K.C.2
  • 16
    • 41949117262 scopus 로고    scopus 로고
    • Modelling dynamic urban expansion processes incorporating a potential model with cellular automata
    • Chunyang He, Norio Okada, Qiaofeng Zhang, Peijun Shi, and Jinggang Li. Modelling dynamic urban expansion processes incorporating a potential model with cellular automata. Landscape and Urban Planning, 86(1):79 - 91, 2008.
    • (2008) Landscape and Urban Planning , vol.86 , Issue.1 , pp. 79-91
    • He, C.1    Okada, N.2    Zhang, Q.3    Shi, P.4    Li, J.5
  • 18
    • 84859719176 scopus 로고    scopus 로고
    • Cooperatively coevolving particle swarms for large scale optimization
    • Xiaodong Li and Xin Yao. Cooperatively coevolving particle swarms for large scale optimization. IEEE Trans. Evolutionary Computation, 16(2):210-224, 2012.
    • (2012) IEEE Trans. Evolutionary Computation , vol.16 , Issue.2 , pp. 210-224
    • Li, X.1    Yao, X.2
  • 19
  • 21
    • 0034153728 scopus 로고    scopus 로고
    • Cooperative coevolution: An architecture for evolving coadapted subcomponents
    • Mitchell A. Potter and Kenneth A. De Jong. Cooperative coevolution: An architecture for evolving coadapted subcomponents. Evolutionary Computation, 8(1):1-29, 2000.
    • (2000) Evolutionary Computation , vol.8 , Issue.1 , pp. 1-29
    • Potter, M.A.1    De Jong, K.A.2
  • 22
    • 84891059958 scopus 로고    scopus 로고
    • Modeling dynamic urban growth using hybrid cellular automata and particle swarm optimization
    • Amirhosein Rabbani, Hossein Aghababaee, and Mohammad A. Rajabi. Modeling dynamic urban growth using hybrid cellular automata and particle swarm optimization. Journal of Applied Remote Sensing, 6(1), 2012.
    • (2012) Journal of Applied Remote Sensing , vol.6 , Issue.1
    • Rabbani, A.1    Aghababaee, H.2    Rajabi, M.A.3
  • 23
    • 58149504143 scopus 로고    scopus 로고
    • Lava flow hazard evaluation through cellular automata and genetic algorithms: An application to mt. Etna volcano
    • Rocco Rongo, William Spataro, Donato D'Ambrosio, Maria Vittoria Avolio, Giuseppe A. Trunfio, and Salvatore Di Gregorio. Lava flow hazard evaluation through cellular automata and genetic algorithms: An application to Mt. Etna volcano. Fundamenta Informaticae, 87(2):247-267, 2008.
    • (2008) Fundamenta Informaticae , vol.87 , Issue.2 , pp. 247-267
    • Rongo, R.1    Spataro, W.2    D'ambrosio, D.3    Avolio, M.V.4    Trunfio, G.A.5    Gregorio, S.D.6
  • 24
    • 33746182411 scopus 로고    scopus 로고
    • An evolutionary approach for modelling lava flows through cellular automata
    • volume 3305 of LNCS, Springer
    • William Spataro, Donato D'Ambrosio, Rocco Rongo, and Giuseppe A. Trunfio. An evolutionary approach for modelling lava flows through cellular automata. In ACRI 2004, Proceedings, volume 3305 of LNCS, pages 725-734. Springer, 2004.
    • (2004) ACRI 2004, Proceedings , pp. 725-734
    • Spataro, W.1    D'ambrosio, D.2    Rongo, R.3    Trunfio, G.A.4
  • 25
    • 0344256594 scopus 로고    scopus 로고
    • Towards an automatic calibration procedure for constrained cellular automata
    • Bas Straatman, Roger White, and Guy Engelen. Towards an automatic calibration procedure for constrained cellular automata. Computers, Environment and Urban Systems, 28(1-2):149-170, 2004.
    • (2004) Computers, Environment and Urban Systems , vol.28 , Issue.1-2 , pp. 149-170
    • Straatman, B.1    White, R.2    Engelen, G.3
  • 26
    • 79953027902 scopus 로고    scopus 로고
    • Revisiting kappa to account for change in the accuracy assessment of land-use change models
    • Jasper van Vliet, Arnold K. Bregt, and Alex Hagen-Zanker. Revisiting kappa to account for change in the accuracy assessment of land-use change models. Ecological Modelling, 222(8):1367 - 1375, 2011.
    • (2011) Ecological Modelling , vol.222 , Issue.8 , pp. 1367-1375
    • Van Vliet, J.1    Bregt, A.K.2    Hagen-Zanker, A.3
  • 28
    • 0027714248 scopus 로고
    • Cellular automata and fractal urban form: A cellular modeling approach to the evolution of urban land-use patterns
    • R. White and G. Engelen. Cellular automata and fractal urban form: A cellular modeling approach to the evolution of urban land-use patterns. Environment and Planning A, 25:1175-1199, 1993.
    • (1993) Environment and Planning a , vol.25 , pp. 1175-1199
    • White, R.1    Engelen, G.2
  • 29
    • 0034284892 scopus 로고    scopus 로고
    • High-resolution integrated modelling of the spatial dynamics of urban and regional systems
    • R. White and G. Engelen. High-resolution integrated modelling of the spatial dynamics of urban and regional systems. Computer, Environment and Urban Systems, 24:383-400, 2000.
    • (2000) Computer, Environment and Urban Systems , vol.24 , pp. 383-400
    • White, R.1    Engelen, G.2
  • 30
    • 0030856252 scopus 로고    scopus 로고
    • The use of constrained cellular automata for high-resolution modelling of urban land-use dynamics
    • R. White, G. Engelen, and I. Uljee. The use of constrained cellular automata for high-resolution modelling of urban land-use dynamics. Environment and Planning B: Planning and Design, 24(3):323-343, 1997.
    • (1997) Environment and Planning B: Planning and Design , vol.24 , Issue.3 , pp. 323-343
    • White, R.1    Engelen, G.2    Uljee, I.3
  • 31
    • 0031944898 scopus 로고    scopus 로고
    • Simland: A prototype to simulate land conversion through the integrated gis and ca with ahp-derived transition rules
    • Fulong Wu. SimLand: A prototype to simulate land conversion through the integrated GIS and ca with ahp-derived transition rules. International Journal of Geographical Information Science, 12(1):63-82, 1998.
    • (1998) International Journal of Geographical Information Science , vol.12 , Issue.1 , pp. 63-82
    • Wu, F.1
  • 32
    • 44949109048 scopus 로고    scopus 로고
    • Large scale evolutionary optimization using cooperative coevolution
    • Zhenyu Yang, Ke Tang, and Xin Yao. Large scale evolutionary optimization using cooperative coevolution. Information Sciences, 178(15):2985-2999, 2008.
    • (2008) Information Sciences , vol.178 , Issue.15 , pp. 2985-2999
    • Yang, Z.1    Tang, K.2    Yao, X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.