To rigorously describe and study the living morphological computers, we develop a formal
model of algorithms and computations called a structural machine providing theoretical tools …

Expressiveness and convergence of evolutionary computation (EC) is studied using the
evolutionary automata model. It turns out that all standard classes of evolutionary automata …

Agents and agent systems are becoming more and more important in the development of a
variety of fields such as ubiquitous computing, ambient intelligence, autonomous computing …

A new network architecture based on increasing intelligence of the computing nodes is
suggested for building the semantic grid. In its simplest form, the distributed intelligent …

Evolutionary information theory is a constructive approach that studies information in the
context of evolutionary processes, which are ubiquitous in nature and society. In this paper …

Human knowledge has always been linked to models. Such models cover a variety of fields
of human endeavor, from the arts to agriculture, from the description of natural phenomena …

Evolution is one of the indispensable processes of life. After biologists found basic laws of
evolution, computer scientists began simulating evolutionary processes and using …

In this paper we study expressiveness of evolutionary computation. To do so we introduce
evolutionary automata and define their several subclasses. To our surprise, we got the result …

One of the roots of evolutionary computation was the idea of Turing about unorganized
machines. The goal of this paper is the development of foundations for evolutionary …

The concept of the human mind as a classical computer based on the solving of
computational puzzles has been argued both for and against by a variety of different …