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CA-Markov ভূমি-ব্যবহার পরিবর্তন মডেল×সেলুলার অটোমাটা×
ক্ষেত্রস্থানিক বিশ্লেষণঅনুকরণ
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর19971940s–1950s (formalized); 1970 (Conway's Game of Life); 2002 (Wolfram's systematic classification)
প্রবর্তকCellular automata (Clarke) + Markov chain (Muller & Middleton)John von Neumann and Stanislaw Ulam (1940s–1950s); popularized by John Conway (1970) and Stephen Wolfram (1980s–2002)
ধরনSpatio-temporal land-use change simulationGrid-based computational simulation model
মৌলিক উৎসClarke, K. C., Hoppen, S., & Gaydos, L. (1997). A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area. Environment and Planning B, 24(2), 247–261. DOI ↗Wolfram, S. (2002). A New Kind of Science. Wolfram Media. ISBN: 978-1579550080
অপর নামCA-Markov model, cellular automata Markov, land-use change simulation, CA-Markov arazi kullanımı modeliCA, Hücresel Otomat (Cellular Automata), lattice model, grid-based simulation
সম্পর্কিত35
সারসংক্ষেপCA-Markov is a hybrid spatio-temporal model that projects land-use and land-cover change by combining a Markov chain — which predicts how much of each class will change — with cellular automata, which decide where that change happens. Widely used for urban-growth and land-cover forecasting, it answers both the quantity and the location of change, something neither component does well alone.Cellular automata (CA) is a grid-based computational simulation model, first formalized by John von Neumann and Stanislaw Ulam in the 1940s–1950s and brought to wide attention by John Conway's Game of Life (1970) and Stephen Wolfram's systematic classification (2002), in which a lattice of cells — each holding a finite discrete state — evolves in discrete time steps according to local neighborhood interaction rules, causing complex global patterns to emerge from simple local specifications.
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ScholarGateপদ্ধতির তুলনা করুন: CA-Markov · Cellular Automata. 2026-06-18 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare