• Duración:
    8 semanas
  • Dedicación:
    5–8 horas por semana
  • Precio:

    GRATIS
    Agregar un Certificado Verificado por $75 USD

  • Institución
  • Tema:
  • Nivel:
    Intermediate
  • Idioma:
    English
  • Transcripción de video:
    English

Prerrequisitos

18.031x Introduction to Differential Equations (Scalar equations), 18.032x Differential Equations: 2x2 Systems (2x2 first order differential equations)

Sobre este curso

Differential equations are the mathematical language we use to describe the world around us. Most phenomena can be modeled not by single differential equations, but by systems of interacting differential equations.  These systems may consist of many equations. In this course, we will learn how to use linear algebra to solve systems of more than 2 differential equations. We will also learn to use MATLAB to assist us.

We will use systems of equations and matrices to explore:
  • The original page ranking systems used by Google,
  • Balancing chemical reaction equations,
  • Tuned mass dampers and other coupled oscillators,
  • Three or more species competing for resources in an ecosystem,
  • The trajectory of a rider on a zipline.
The five modules in this series are being offered as an XSeries on edX. Please visit the Differential Equations XSeries Program Page to learn more and to enroll in the modules.

*Zipline photo by teanitiki on Flickr (CC BY-SA 2.0)

Lo que aprenderás

After this course, you will be able to
  • Model and solve different real world phenomena with systems of differential equations.
  • Find the dimension and a basis for a (finite dimensional) vector space.
  • Formulate and solve eigenvalue and eigenvector problems.
  • Use MATLAB to explore solutions to large systems of equations.
Unit 1: Linear Algebra
  1. Solving linear systems: elimination and RREF
  2. Nullspace, vector space
  3. Column space, determinants, and inverses
  4. eigenvalues, eigenvectors, and diagonalization
Unit 2: Systems of Differential Equations
  1. Solving homogeneous NxN systems of differential equations
  2. Matrix exponential and diagonalization
  3. Decoupling and solving inhomogeneous systems of equations
  4. Solving nonlinear systems with MATLAB

Conoce a tus instructores

David Jerison
Professor of Mathematics
Massachusetts Institute of Technology
Bjorn Poonen
Claude Shannon Professor of Mathematics
Massachusetts Institute of Technology
Jennifer French
Lecturer & Digital Learning Scientist
Massachusetts Institute of Technology
Kristin Kurianski
Postdoctoral Associate
Massachusetts Institute of Technology

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Preguntas frecuentes

What are the prerequisites for this course?

We assume familiarity with both 18.031x Introduction to Differential Equations and 18.032x Differential Equations: 2x2 systems. Knowledge from 18.03Lx is not required to succeed in this course.

¿Quién puede hacer este curso?

Lamentablemente, las personas de uno o más de los siguientes países o regiones no podrán registrarse para este curso: Irán, Cuba y la región de Crimea en Ucrania. Si bien edX consiguió licencias de la Oficina de Control de Activos Extranjeros de los EE. UU. (U.S. Office of Foreign Assets Control, OFAC) para ofrecer nuestros cursos a personas en estos países y regiones, las licencias que hemos recibido no son lo suficientemente amplias como para permitirnos dictar este curso en todas las ubicaciones. edX lamenta profundamente que las sanciones estadounidenses impidan que ofrezcamos todos nuestros cursos a cualquier persona, sin importar dónde viva.