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Complementi di matematica (per biologi) II

Schedule

Sunday, 1 March 2020 to Sunday, 31 May 2020
Total hours: 40
Hours of lectures: 20
Hours of supplementary teaching: 20

Examination procedure

  • Written test
  • oral exam

Syllabus

Analysis

Differential Canculus

Rolle, Cauchy, Lagrange and De L'Hopital theorems; Taylor formula and series.

Integration

Riemann integral; fundamental theorem of calculus.

Functions of Many Variables

Continuity; partial derivatives; gradient; differential and differentiability; critical points and Hessian.

Linear Algebra

Vector spaces over a field, subspaces.

Linearly dependent or independent vectors.

Dimension of a vector space.

First applications to linear systems, homogeneous and not.

Linear maps between vector spaces.

Matrices and linear maps.

Positive definite scalar products. Orthonormal bases and Gram-Schmidt orthogonalization process.

Linear systems: rank and dimension of the space of solutions.

Determinant of a matrix.

Eigenvectors and eigenvalues of an operator. Characteristic polynomial.

Diagonalizable matrices.

Orthogonal matrices.

Jordan's canonical form.

 

Educatioanal Goals:

  • become familiar with the abstract language of mathematics (hypothesis, thesis, proof);
  • knowledge of basic tools of differential and integral calculus;
  • knowledge of basic tools of linear algebra and geometry.

Bibliographical references

W. Rudin, Principles of Mathematical Analysis, third edition.

S. Lang, Linear Algebra, third edition.