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Mathematical Modeling: West Nile Virus. Richard Allen and Paula Avery Glorieta, 2002. Computational Science?. Computational science seeks to gain an understanding of science through the use of mathematical models on HP computers. Computational Science involves teamwork. Experiment.
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Mathematical Modeling:West Nile Virus Richard Allen and Paula Avery Glorieta, 2002
Computational Science? Computational science seeks to gain an understanding of science through the use of mathematical models on HP computers. Computational Science involves teamwork
Experiment Theory Computation Computational Science Complements, but does not replace, theory and experimentation in scientific research.
Computational Science • Is often used in place of experiments when experiments are too large, too expensive, too dangerous, or too time consuming. • Can be useful in “what if” studies; e.g. to investigate the use of pathogens (viruses, bacteria, fungi) to control an insect population. • Is a modern tool for scientific investigation.
Mathematical Model A mathematical formulation of some process in order to better understand it and to predict its future behavior. • The success of a mathematical model depends on its ease of use and its accuracy of prediction. • There are three simple rules for creating a model. Unfortunately, nobody knows what they are*. You can’t “cook book” useful models
Examples • Newton’s second law of motion: F = m*a • Radioactive decay: N(t) = N(0)*e-k*t • Compound interest: P(t) = P(0)(1 + r/n)nt • Bungee cord: m*g*(L + d) = k*d2/2 • Golf ball trajectory: x(t) = (v0*cos )*t; y(t) = (v0*sin )*t - 0.5*g*t2 • Population growth: Pn = Po + r*Po*(1 – Po/K)
