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Published byDeborah York Modified over 9 years ago
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Predicting predator-prey populations
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Desired results
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Here’s an approximation of reality: The hare birth rate is constant, as their food supply is unlimited. Hares only die when eaten by a lynx, and the number of hares eaten is proportional to how often hares & lynxes meet, i.e., the chance of a lynx catching a hare. The lynx birth rate is also proportional to how often hares & lynxes meet, i.e., the food available for each lynx family. Lynxes only die from natural causes, and their death rate is constant. Lotka & Volterra, 1926 Dr. SiemannDr. Siemann, EEB
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Computational Thinking Recipe (Algorithm) Relevant input Answer Abstraction Automation Problem description Computational goal Information extraction Algorithm design Algorithm implementation
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Hares’ & Lynxes’ Populations Recipe (Algorithm) ??? Problem description Computational goal Information extraction Algorithm design Algorithm implementation
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Algorithm Decomposition 1.Generate population data. a.Repeatedly, generate next population. 2.Display population data.
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Lotka & Volterra, 1926 The hare birth rate is constant, as their food supply is unlimited. Hares only die when eaten by a lynx, and the number of hares eaten is proportional to how often hares & lynxes meet, i.e., the chance of a lynx catching a hare. The lynx birth rate is also proportional to how often hares & lynxes meet, i.e., the food available for each lynx family. Lynxes only die from natural causes, and their death rate is constant. Hare annual pop. change Lynx annual pop. change
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Initially (Year 0) Year 1Year 2Year 3 # Hares 100 Hares born 4040 Hares eaten 15 #Lynxes 50 125 60 152 78 177 109 Lynxes die 10 Lynxes born 2020 50 23 12 30 61 36 16 47 71 58 22 77 + - - +.4.003.004.2 Hare annual pop. change Lynx annual pop. change
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1.Generate population data. a.Repeatedly, generate next population. 2.Display population data.
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Suggested Readings Predator-prey models Lotka-Volterra equation Video of Canadian Lynx hunting Snowshoe Hare Wolves & Moose of Isle Royale – Esp. the Data sectionData – A technical paper about population cycles A technical paper
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