and the various references mentioned therein. in addition, recall that basic learning guarantees, such as universal consistency, can be established for kernel-based learning algorithms if universal kernels are used, see e.g. [ 39 ]. moreover, universal kernels are very closely related to character...
At the beginning of the 1930's, this concept was made more precise, and the first results of the theory of algorithms were obtained. On the basis of these results, Novikov proved the undecidability of the word problem for groups. The chapter introduces two important operations over constructive...
This section describes the computational results obtained by the algorithms presented above on a large collection of benchmark instances with different sizes, topologies and weight functions. All algorithms have been coded in C99, and compiled with GNU GCC 8.3.0. They have been run on a Linux se...
[ 13 , 64 ]. as outlined above, t can be employed in the construction of either sampling-based or deterministic quadrature methods. understanding the approximation properties of t is the first step toward a rigorous convergence analysis of such algorithms. in practice, once a suitable ansatz spa...
In PKI as an example, hard security is realized by asymmetric algorithms like RSA (Rivest-Shamir-Adleman algorithm) or ECDSA (Elliptic Curve Digital Signature Algorithm), used for certificate signing, while trust in certain Certificate Authority is a soft security. In slicing environment, there is...
This tool employs textual clustering methods and builds on established bibliometric analyses and clustering algorithms, cf. [...Intelligent scientific authoring tools: Interactive data mining for constructive uses of citation networks[J] . B. Berendt,B. Krause,S. Kolbe-Nusser.Information Processing and...
6.1 Comparison of branch-and-bound algorithms In the first part of the performance analysis, we compare our constructive BnB (CBB) with all available exact solution pro- cedures from the literature for partially renewable resources. In the second part, we derive a schedule-generation scheme from...
information Article Search Heuristics and Constructive Algorithms for Maximally Idempotent Integers Barry Fagin Department of Computer Science, US Air Force Academy, El Paso County, CO 80840, USA; barry.fagin@usafa.edu; Tel.: +1-719-333-4270 Abstract: Previous work established the set of square-...
The fact that 𝐷1=𝐷2D1=D2 so often has implications for improving the efficiency of search algorithms for maximally idempotent integers. 3.4. Finding Maximally Idempotent Integers The equations of idempotency have some redundancy. In particular, let 𝑝¯p¯ and 𝑞¯q¯ be a factori...
(b). In addition, let \Vert \phi _{\ell ,q}\Vert _{L_2({\mathcal {I}})}, \Vert \tilde{\phi }_{\ell ,q}\Vert _{L_2({\mathcal {I}})} \lesssim 1, and let \Phi _\ell , \tilde{\Phi }_\ell be uniformly local and locally finite, meaning that the diameters of the...