This Dagstuhl Seminar aims to connect stakeholders from all these fields: computational harmonic analysis, numerical linear algebra, computer algebra, nonlinear approximation theory, digital signal processing and their applications. We hope to bring about more cross-fertilization between the different and separately developed subdomains linked to the seminar theme.