MATHEMATIC 2

Degree course: 
Corso di First cycle degree in CHIMICA E CHIMICA INDUSTRIALE
Academic year when starting the degree: 
2017/2018
Year: 
1
Academic year in which the course will be held: 
2017/2018
Course type: 
Basic compulsory subjects
Credits: 
6
Period: 
Second semester
Standard lectures hours: 
48
Detail of lecture’s hours: 
Lesson (48 hours)
Requirements: 

Mathematics I.

Final Examination: 
Orale

Written and oral examination.

Assessment: 
Voto Finale

Scope of the course is to teach chemistry students how to use the basic tools of linear algebra and multivariable calculus.

Linear systems, examples. Naive matrix representation, Gauss elimination. Linear functions, matrices. Vector spaces. Linear independence. Rank of a matrix, computation via Gauss elimination. Basis. Scalar product in R^n. Linear transformations between vector spaces and their matrix representation. Matrix-vector product. Image of basis vectors. Kernel and image of a linear transformation. Injectivity. Counting dimensions of kernel and image. Geometric interpretation of a linear system of equations. Volume transformation in R^n via linear transformations. Determinants. Examples in R^2 and R^3. Vector product. Multilinearity of determinants. Computation of determinants via Gauss elimination. Matrix singularity. Determinantal formulae: expansion via permutations, Laplace expansion. Equivalence classes of matrices. Diagonal representation. Intrinsic notion of eigenvector and eigenvalue. Explicit representation: characteristic equation, roots, algebraic multiplicity. Eigenspaces, geometric multiplicity. Diagonalization. Cayley-Hamilton theorem. Matrix calculus. Symmetric matrices and orthogonal transformations.
Multivariable calculus. Basic notions, continuity, partial derivatives. Differential as a linear transformation. Gradient, level curves. Calculus of derivatives. Implicit function theorem. Critical points, maxima and minima, saddle points. Taylor polynomial in many variables. Quadratic forms. Lagrange multipliers. Parametric curves and surfaces.
Integrals of functions of many variables. Flow, circulation, Gauss Green theorem. Basic calculus techniques. Change of variables, jacobian.
Ordinary differential equations. Classification and basic properties. Linear equations with constant and variable coefficients. Second order equations with constant coefficoents. Order reduction. Variation of constants and variation of parameters. Non-linear equations of first order. Phase space. Vector fields. Separable equations, exact equations. Integrating factor.

Instructor's notes, on-line material.

Standard lectures, recitations.

n.a.