From the course: Complete Guide to Differential Equations Foundations for Data Science
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Nonlinear differential equations and systems applications
From the course: Complete Guide to Differential Equations Foundations for Data Science
Nonlinear differential equations and systems applications
- [Instructor] It is time to wrap up this chapter by exploring some non-linear differential equation applications. Let's review a few applications with three examples. Let's get started. You'll begin by looking at a non-linear population growth model that also deals with harvesting. Note that this population growth model is logistic. This model is given by the differential equation D capital P DT equals R multiplied by capital P multiplied by and then parenthesis one minus capital P divided by capital K, and then subtract that by H. In this model you have your population size, which is capital P of T, sometimes just notated as capital P. Then you have your growth rate, which is represented by R, your carrying capacity, which is represented by capital K, and then your constant harvesting rate, which is represented by H. Let's begin by finding the equilibrium points for this model. So here you have D, capital P, DT equals R multiplied by capital P multiplied by one minus capital P…
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What are nonlinear differential equations and systems?4m 38s
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Equilibrium point analysis5m 51s
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Bifurcations7m 54s
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Autonomous systems5m 17s
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Locally linear systems3m 10s
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Hamiltonian systems6m
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Chaos and strange attractors5m 26s
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Nonlinear differential equations and systems applications9m 17s
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