Mathematics project topics

Get Complete Project Material File(s) Now! » Reinforcement Learning Reinforcement learning [94] is learning from interaction with an environment to achieve a goal. It is a powerful framework to solve sequential decision-making prob-lems. The agent discovers which actions produce the...

Get Complete Project Material File(s) Now! » Central Dogma: fifty years of molecular biology The central dogma of molecular biology, that was first stated by Crick in 1958 [11], was then re-stated by the author in 1970 as follows: The...

Get Complete Project Material File(s) Now! » Understanding the Properties of Structured Sparsity-Inducing Norms abstract: We consider the empirical risk minimization problem for linear supervised learning, with regularization by structured sparsity-inducing norms. These are defined as sums of Euclidean norms...

Get Complete Project Material File(s) Now! » What shapes early cognitive development2 Cognitive development is the result of an intricate combination of genetic and environmental factors. Decades of research in psychology and epidemiology have highlighted the extent to which these...

Get Complete Project Material File(s) Now! » Drawing tree-indexed data1 The aim of drawing tree-indexed data is to produce informative geometric representa-tions automatically for visualization purposes. Since tree-indexed data can be viewed as directed graphs, they could be draw using...

Get Complete Project Material File(s) Now! » Shape optimization problems A shape optimization problem is a variational problem, in which the family of competitors consists of shapes, i.e. geometric objects that can be chosen to be metric spaces, manifolds or...

Get Complete Project Material File(s) Now! » Normalization properties of the λµµ′-calculus Before turning our attention to the main subject of the present chapter we list some of the basic definitions and notation which will be used in the sequel....

Get Complete Project Material File(s) Now! » Multitype branching processes conditioned on non-extinction We mentioned in the introduction how much the study of the extinction of populations is of a great interest in biology. Conditioning on non-extinction can notably lead...

Get Complete Project Material File(s) Now! » Computational Aspects of the tdCLF Method The main computational difficulty to obtain the control signal for a switched system using the tdCLF approach is the solution of the SDP in Eq. (4.26). It...