Elitism Levels Traverse Mechanism For The Derivation of Upper Bounds on Unimodal Functions

In this article we present an Elitism Levels Traverse Mechanism that we designed to find bounds on population-based Evolutionary algorithms solving unimodal functions. We prove its efficiency theoretically and test it on OneMax function deriving bounds c{\mu}n log n - O({\mu} n). This analysis can be generalized to any similar algorithm using variants of tournament selection and genetic operators that flip or swap only 1 bit in each string.Comment: accepted to Congress on Evolutionary Computation (WCCI/CEC) 201

Network of Steel: Neural Font Style Transfer from Heavy Metal to Corporate Logos

We introduce a method for transferring style from the logos of heavy metal bands onto corporate logos using a VGG16 network. We establish the contribution of different layers and loss coefficients to the learning of style, minimization of artefacts and maintenance of readability of corporate logos. We find layers and loss coefficients that produce a good tradeoff between heavy metal style and corporate logo readability. This is the first step both towards sparse font style transfer and corporate logo decoration using generative networks. Heavy metal and corporate logos are very different artistically, in the way they emphasize emotions and readability, therefore training a model to fuse the two is an interesting problem

Investing in Knowledge: On the Trade-Off between R&D, ICT, Skills and Migration

This paper deals with the complementarity between skills and knowledge by investigating particularly tacit knowledge flows between countries and regions. The main findings are threefold. First, there seems to exist a trade-off between acquiring knowledge through performing and putting effort in R&D and through investing into access to the public knowledge basin. Secondly, migration of high-skilled labour from South to North appears, as a result of the introduction and rapid evolution of ICT, no longer a dominant trend. Finally, the observed trade-off goes hand in hand with the accumulation and formation of tacit knowledge.research and development ;