Barringer, Howard

Gabbay, Dov

Rydeheard, David

English

We develop a logical modelling approach to describe evolvable computational systems. In this account, evolvable systems are built hierarchically from components where each component may have an associated supervisory process. The supervisor's purpose is to monitor and possibly change its associated component. Evolutionary change may be determined purely internally from observations made by the supervisor or may be in response to external change. Supervisory processes may be present at any level in the component hierarchy allowing us to use evolutionary behaviour as an integral part of system design.We model such systems in a revision-based first-order logical framework in which supervisors are modelled as theories which are at a logical meta-level to the theories of their components. This enables evolutionary change of the component to be induced by revision-based changes of the supervisor at the meta-level. In this way, the intervention required in evolutionary change is modelled purely logically.The hierarchical component-based structure is fairly intricate so we present the basic ideas firstly in a simple setting, the well-known blocks world, before introducing tree-based structures to represent component hierarchies. We also introduce some techniques for establishing the behaviour of evolvable systems specified in this logical framework. The ideas and concepts are driven by example throughout. We conclude with a more substantial example, that of a simple model of an evolvable system of automated bank teller machines. © The Author 2009. Published by Oxford University Press

The University of Manchester - Institutional Repository

Modelling evolvable component systems: Part I: A logical framework

https://pure.manchester.ac.uk/ws/files/29955435/POST-PEER-REVIEW-PUBLISHERS.PDF

Modelling evolvable component systems: Part I: A logical framework

Abstract

Similar works

Full text

Available Versions

The University of Manchester - Institutional Repository