Abstract
We aim to examine the impact of economic growth with a carbon dioxide (CO 2) emission factor, particularly, our investigation focuses on the dynamic behaviors of the functional regions of a rural area. A spatial analysis approach that incorporates three components and CO 2 emission factor has been developed to evaluate the dynamic behaviors of the rural areas at an administrative county level.We adopt the Mendel genetic algorithm (Mendel-GA) to implement the technical computation, in which a Mendel genetic operator implies the random assignment by using the Mendel’s principles and the data of gross domestic product (GDP) has been utilised to estimate the CO 2 emission of productive activities in the rural area. A functional region affecting index (FRAI) has been used to construct the fitness function in the Mendel genetic algorithm evaluation. The real data simulation for Chongqing rural region indicates that the index of FRAI works well in the modeling process and suggests its potential as a technical indicator for the rural policy-making.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Liu, J., Diamond, J.: China’s Environment in A Globalizing World. Nature 435, 1179–1186 (2005)
Peters, G., Weber,C., Liu, J.-R.: Construction of Chinese Energy and Emissions Inventory, Report No.4/2006, Norwegian University of Science and Technology (NTNU) Industrial Ecology Programme (2006)
Akimoto, H., Ohara, T., Kurokawa, J.-I., Horiid, N.: Verification of Energy Consumption in China during 1996-2003 by using Satellite observational data. Atmospheric Environment 40(40), 7663–7667 (1999)
Berling-Wolff, S., Wu, J.-G.: Modeling Urban Landscape Dynamics: A Review. Ecological Research 19(1), 119–129 (2004)
Nejadkoorki, F., Nicholson, K., Lake, I., Davies, T.: An Approach for Modeling CO2 Emissions from Road Traffic in Urban Areas. Science of The Total Environment 406(1-2), 269–278 (2008)
Weiss, M., Neelis, M., Blok, K., Patel, M.: Non-energy Use of Fossil Fuels and Resulting Carbon Dioxide Emissions: Bottom-up Estimates for the World as A Whole and for Major Developing Countries. Climatic Change 95(3-4), 369–394 (2009)
Holland, J.H.: Adaptation in Natural and Artificial Systems. The University of Michigan Press (1975)
Chen, Y., Zhang, G.-F.: Exchange Rates Determination Based on Genetic Algorithms using Mendel’s Principles: Investigation and Estimation under Uncertainty. Information Fusion 12(8), 2631–2637 (2012)
Chen, Y., Song, Z.-J.: Spatial analysis for functional region of suburban-rural area using micro genetic algorithm with variable population size. Expert Systems with Applications 39(7), 6469–6475 (2012)
Chen, Y., Ma, Y., Lu, Z., Peng, B., Chen, Q.: Quantitative Analysis of Terahertz Spectra for Illicit Drugs using Adaptive-range Micro-genetic Algorithm. Journal of Applied Physics 110(4), 44902–44910 (2011)
Chen, Y., Ma, Y., Lu, Z., Qiu, L.X., He, J.: Terahertz Spectroscopic Uncertainty Analysis For Explosive Mixture Components Determination Using Multi-objective Micro Genetic Algorithm. Advances in Engineering Software 42(9), 649–659 (2011)
Chen, Y., Ma, Y., Lu, Z., Xia, Z.-N., Cheng, H.: Chemical Components Determination via Terahertz Spectroscopic Statistical Analysis using Micro Genetic Algorithm. Optical Engineering 50(3), 34401–34412 (2011)
Chen, Y., Cartmell, M.P.: Multi-objective Optimisation On Motorised Momentum Exchange Tether for Payload Orbital Transfer. In: Proceedings of IEEE Congress on Evolutionary Computation, pp. 987–993 (2007)
Mendel, Gregor: Experiments in Plant Hybridization (1865), www.mendelweb.org/Mendel.html
IPCC,Revised 1996 IPCC Guidelines for National Greenhouse Gas Inventories: Reference Manual, vol. 3. NGGIP Publications (1997)
National Bureau of Statistics of China, Chongqing Statistical Yearbook 2009. China Statistics Press (2009)
National Bureau of Statistics of China, Chinese Energy Statistical Yearbook 2009. China Statistics Press (2009)
National Bureau of Statistics of China, China Statistical Yearbook 2009. China Statistics Press (2009)
Chen, Y.: SGALAB - Simple Genetic Algorithm Laboratory Toolbox (2009), http://www.mathworks.co.uk/matlabcentral/fileexchange/5882
Chen, Y.: SECFLAB - Simple Econometrics And Computational Finance Laboratory Toolbox (2012), http://www.mathworks.com/matlabcentral/fileexchange/38120
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer International Publishing Switzerland
About this paper
Cite this paper
Chen, Y., Zhang, G., Zheng, B., Zelinka, I. (2013). Nonlinear Spatial Analysis of Dynamic Behavior of Rural Regions. In: Zelinka, I., Chen, G., Rössler, O., Snasel, V., Abraham, A. (eds) Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems. Advances in Intelligent Systems and Computing, vol 210. Springer, Heidelberg. https://doi.org/10.1007/978-3-319-00542-3_40
Download citation
DOI: https://doi.org/10.1007/978-3-319-00542-3_40
Publisher Name: Springer, Heidelberg
Print ISBN: 978-3-319-00541-6
Online ISBN: 978-3-319-00542-3
eBook Packages: EngineeringEngineering (R0)