Teleonomic entropy: measuring the phase-space of end-directed systems

We introduce a novel way of measuring the entropy of a set of values undergoing changes. Such a measure becomes useful when analyzing the temporal development of an algorithm designed to numerically update a collection of values such as artificial neural network weights undergoing adjustments during learning. We measure the entropy as a function of the phase-space of the values, i.e. their magnitude and velocity of change, using a method based on the abstract measure of entropy introduced by the philosopher Rudolf Carnap. By constructing a time-dynamic two-dimensional Voronoi diagram using Voronoi cell generators with coordinates of value- and value-velocity (change of magnitude), the entropy becomes a function of the cell areas. We term this measure teleonomic entropy since it can be used to describe changes in any end-directed (teleonomic) system. The usefulness of the method is illustrated when comparing the different approaches of two search algorithms, a learning artificial neural network and a population of discovering agents. (C) 2004 Elsevier Inc. All rights reserved.

Abstand, Ausbau, creativity and ludicity in Australian English

The social history of a language or variety, and its emergence, consolidation and stabiliza tion, allow us to combine the formal data of the language (principally its sound structure, grammar and lexis) with the external conditions in which they have evolved. The advance of Australian English in terms of its differentiation (Kloss's abstand) and elaboration of roles (Kloss's ausbau) pose problems of chronology, periodization, description and expla nation. This paper extends the conventional scope of abstand and ausbau to the analysis of the social history of Australian English. It argues that two factors are central to the emerging identification of Australian English: creativity, in the sense of morphological innovation, especially here in diminutives like reffo ('refugee') and pollie ('politician'); and in ludicity, defined as a deep-rooted playfulness with language. While these character istics are only part of the overall dynamics of the social history of Australian English, the evidence is sufficiently extensive to warrant further investigation. An earlier version of this paper was given at the Mitchell Symposium at Macquarie University on 26 April 2002 under the title ‘E pluribus plures? Diversity and integrity in Australian English’. I am grateful to members of the Symposium, and to two anonymous reviewers, for valuable comments and criticism

Towards an understanding of creativity and innovation within professional services and marketing

Greatly increased competition in the professional services and marketing sectors has reinforced the need for firms to develop an organisational culture that facilitates adaptation to changing conditions and competitive threats. More generally, competitive changes within business environments require new and creative ways of organising and managing firms. In order for marketing practitioners to be ahead of competitors in identifying and meeting customer needs, creative thought is essential. An organisational culture that supports creativity and facilitates the adoption of innovative practices, products and services, improves a firm’s ability to remain competitive within an uncertain environment. This paper presents a conceptual model of an organisational culture supporting creativity and innovation. The model posits relationships between creativity and innovation and organisational performance. The main contribution of the paper is to build a foundation for future research directed primarily towards exploring the relationships in the theoretical model of interest. Implications for marketing practitioners are also considered.