This book comprises selected research papers from the 2015 edition of the EVOLVE conference
which was held on June 18-June 24 2015 in Ia i Romania. It presents the latest research on
Probability Set Oriented Numerics and Evolutionary Computation. The aim of the EVOLVE
conference was to provide a bridge between probability set oriented numerics and evolutionary
computation and to bring together experts from these disciplines. The broad focus of the EVOLVE
conference made it possible to discuss the connection between these related fields of study
computational science. The selected papers published in the proceedings book were peer reviewed
by an international committee of reviewers (at least three reviews per paper) and were revised
and enhanced by the authors after the conference. The contributions are categorized into five
major parts which are: Multicriteria and Set-Oriented Optimization Evolution in ICT Security
Computational Game Theory Theory on Evolutionary Computation Applications of Evolutionary
Algorithms. The 2015 edition shows a major progress in the aim to bring disciplines together
and the research on a number of topics that have been discussed in previous editions of the
conference matured over time and methods have found their ways in applications. In this sense
the book can be considered an important milestone in bridging and thereby advancing
state-of-the-art computational methods.