Concept
Algorithme de colonies de fourmis
Cours associés (32)
MATH-261: Discrete optimization
This course is an introduction to linear and discrete optimization.
Warning: This is a mathematics course! While much of the course will be algorithmic in nature, you will still need to be able to p
CS-308: Introduction to quantum computation
The course introduces the paradigm of quantum computation in an axiomatic way. We introduce the notion of quantum bit, gates, circuits and we treat the most important quantum algorithms. We also touch
EE-452: Network machine learning
Fundamentals, methods, algorithms and applications of network machine learning and graph neural networks
ChE-606: AI in chemistry and beyond: Trends in the field
Should have expertise in chemistry, physics or lite and material sciences. Although a very good knowledge in Al-based algorithms is required to fully understand the technical details, a basic knowledg
MGT-418: Convex optimization
This course introduces the theory and application of modern convex optimization from an engineering perspective.
CH-604: Medicinal chemistry: concepts and case studies from the pharmaceutical industry
We will cover key concepts of Medicinal Chemistry, from identification of active chemical starting points to how they are optimized to deliver drug candidates. We will use real case studies from the p
CS-455: Topics in theoretical computer science
The students gain an in-depth knowledge of several current and emerging areas of theoretical computer science. The course familiarizes them with advanced techniques, and develops an understanding of f
CS-101: Advanced information, computation, communication I
Discrete mathematics is a discipline with applications to almost all areas of study. It provides a set of indispensable tools to computer science in particular. This course reviews (familiar) topics a
MATH-329: Continuous optimization
This course introduces students to continuous, nonlinear optimization. We study the theory of optimization with continuous variables (with full proofs), and we analyze and implement important algorith
ME-454: Modelling and optimization of energy systems
The goal of the lecture is to present and apply techniques for the modelling and the thermo-economic optimisation of industrial process and energy systems. The lecture covers the problem statement, th