TECH1 will create and strengthen the foundations of mathematics necessary for the undergraduate students. The course assumes that students have understanding of basic terms such as functions, equations, and calculus (Mathematics R1 or S1/S2 from Norwegian high school, or the equivalent). The course is designed to be intensive. TECH1 will give the analytic tools, for which TECH2 would provide a programming counterpart.
The first lectures will focus on covering known topics on single variable calculus. The course will then focus on topics in multivariate algebra, multivariable calculus and optimization. Every lecture will focus on a new topic. The course will follow the textbook.
The main topics in the course are:
1. Single Variable Calculus, with more focus on differentiation, approximation, limits, optimization, integration, interest rates
2. Multivariate Algebra, with focus on matrices, matrix algebra, determinants, inverses, eigen values and eigen vectors, Leontief model
3. Multivariable calculus, with focus on partial derivates, homogeneous functions, degrees of freedom, multiple integrals
4. Optimization and multivariable optimization, with focus on unconstrained optimization, envelope theorem, Lagrange multiplier method, linear programming