All Outputs (261)

Towards designing collision based chemical logic gates with adaptive computing (2008)
Presentation / Conference Contribution

Evolving localizations in reaction-diffusion cellular automata (2008)
Journal Article

We consider hexagonal cellular automata with immediate cell neighbourhood and three cell-states. Every cell calculates its next state depending on the integral representation of states in its neighbourhood, i.e., how many neighbours are in each one s... Read More about Evolving localizations in reaction-diffusion cellular automata.

Partnering strategies for fitness evaluation in a pyramidal evolutionary algorithm (2008)
Journal Article

Towards unconventional computing through simulated evolution: Control of nonlinear media by a learning classifier system (2008)
Journal Article

We propose that the behavior of nonlinear media can be controlled automatically through evolutionary learning. By extension, forms of unconventional computing (viz., massively parallel nonlinear computers) can be realized by such an approach. In this... Read More about Towards unconventional computing through simulated evolution: Control of nonlinear media by a learning classifier system.

Random number generation by cellular automata with memory (2008)
Journal Article

This paper considers an extension to the standard framework of cellular automata which implements memory capabilities by featuring cells by elementary rules of its last three states. A study is made of the potential value of elementary cellular autom... Read More about Random number generation by cellular automata with memory.

Non-linear media based computers: chemical and neuronal networks through machine learning (2008)
Report

There is growing interest in research into the development of hybrid wetware-silicon devices focused on exploiting their potential for 'non-linear computing'. The aim is to harness the as yet only partially understood intricate dynamics of non-linear... Read More about Non-linear media based computers: chemical and neuronal networks through machine learning.

Unorganised machines in learning classifier systems (2008)
Report

Learning Classifier Systems Group Technical Report - UWELCSG08-004

On lookahead and latent learning in simple LCS (2008)
Presentation / Conference Contribution

Learning Classifier Systems use evolutionary algorithms to facilitate rule- discovery, where rule fitness is traditionally payoff based and assigned under a sharing scheme. Most current research has shifted to the use of an accuracy-based scheme wher... Read More about On lookahead and latent learning in simple LCS.

Learning classifier systems in data mining (2008)
Book

Initial results from the use of evolutionary learning to control chemical computers (2008)
Journal Article

The behaviour of pulses of Belousov-Zhabotinski (BZ) reaction diffusion waves can be controlled automatically through machine learning. By extension, a form of chemical network computing, i.e., a massively parallel non-linear Computer, can be realise... Read More about Initial results from the use of evolutionary learning to control chemical computers.

Towards neuronal computing: simple creation of two logic functions in 3D cell cultures using multi-electrode arrays (2008)
Journal Article

In this paper we begin by reviewing a number of previously presented approaches to control the electrical stimulation of in vitro neuronal networks for computation through the use of multi-electrode array technology. Drawing upon this research we des... Read More about Towards neuronal computing: simple creation of two logic functions in 3D cell cultures using multi-electrode arrays.

Boolean networks with memory (2008)
Journal Article

In standard Boolean Networks (BN) the new state of a cell depends upon the neighborhood configuration only at the preceding time step. The effect of implementing memory of different types in cells of BN with different degrees of random rewiring is st... Read More about Boolean networks with memory.

One-dimensional coupled cellular automata with memory: Initial investigations (2008)
Journal Article

Clusters and switchers in globally coupled photochemical oscillators (2008)
Journal Article

A brief note on discrete dynamical learning classifier systems (2008)
Report

Knowledge discovery from medical data: an empirical study with XCS (2008)
Book Chapter

In this chapter we describe the use of a modern learning classifier system to a data mining task. In particular, in collaboration with a medical specialist, we apply XCS to a primary breast cancer data set. Our results indicate more effective knowled... Read More about Knowledge discovery from medical data: an empirical study with XCS.

The emergence of glider guns in cellular automata found by evolutionary algorithms (2008)
Report

Searching for glider guns in cellular automata: Exploring evolutionary and other techniques (2008)
Journal Article

Evolutionary search for cellular automata logic gates with collision-based computing (2008)
Journal Article

Consideration of using learning classifier systems to create a simple neuronal computer (2008)
Report

UWE Learning Classifier Systems Group Technical Report – UWELCSG07-003