Julian Francis Miller

According to our database1, Julian Francis Miller authored at least 171 papers between 1995 and 2019.

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Bibliography

2019
The alchemy of computation: designing with the unknown.
Natural Computing, 2019

2018
A Substrate-Independent Framework to Characterise Reservoir Computers.
CoRR, 2018

Positional Cartesian Genetic Programming.
CoRR, 2018

Evolving simple programs for playing Atari games.
CoRR, 2018



Evolving Developmental Programs That Build Neural Networks for Solving Multiple Problems.
Proceedings of the Genetic Programming Theory and Practice XVI, 2018

Evolving simple programs for playing atari games.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Recurrent Cartesian Genetic Programming of Artificial Neural Networks.
Genetic Programming and Evolvable Machines, 2017

Reservoir computing in materio: A computational framework for in materio computing.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A developmental artificial neural network model for solving multiple problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Amplitude-oriented mixed-type CGP classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Evolution-in-materio: solving computational problems using carbon nanotube-polymer composites.
Soft Comput., 2016

Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography.
Evolutionary Computation, 2016

Cryptographic Boolean functions: One output, many design criteria.
Appl. Soft Comput., 2016

Evolving Carbon Nanotube Reservoir Computers.
Proceedings of the Unconventional Computation and Natural Computation, 2016

Reservoir computing in materio: An evaluation of configuration through evolution.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016


Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems.
Proceedings of the Genetic Programming - 19th European Conference, 2016

2015
Evolving Solutions to Computational Problems Using Carbon Nanotubes.
IJUC, 2015

Neutral genetic drift: an investigation using Cartesian Genetic Programming.
Genetic Programming and Evolvable Machines, 2015

Introducing a cross platform open source Cartesian Genetic Programming library.
Genetic Programming and Evolvable Machines, 2015

Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight.
Proceedings of the Theory and Practice of Natural Computing, 2015

Recurrent Cartesian Genetic Programming Applied to Series Forecasting.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Evolutionary Cross-Domain Hyper-Heuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Generating Human-readable Algorithms for the Travelling Salesman Problem using Hyper-Heuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Cartesian Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Computational Matter: Evolving Computational Solutions in Materials.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Evolutionary Methods for the Construction of Cryptographic Boolean Functions.
Proceedings of the Genetic Programming - 18th European Conference, 2015

Evolving Robot Controllers Using Carbon Nanotubes.
Proceedings of the Thirteenth European Conference Artificial Life, 2015

2014
Neuro-Centric and Holocentric Approaches to the Evolution of Developmental Neural Networks.
Proceedings of the Growing Adaptive Machines, 2014

NeuroEvolution: Evolving Heterogeneous Artificial Neural Networks.
Evolutionary Intelligence, 2014

Evolution-in-materio: evolving computation in materials.
Evolutionary Intelligence, 2014

In search of intelligence: evolving a developmental neuron capable of learning.
Connect. Sci., 2014

Evolution-in-materio: Solving function optimization problems using materials.
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Mecobo: A Hardware and Software Platform for In Materio Evolution.
Proceedings of the Unconventional Computation and Natural Computation, 2014

Plug-and-Play Hyper-heuristics: An Extended Formulation.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

Recurrent Cartesian Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Travelling Salesman Problem Solved 'in materio' by Evolved Carbon Nanotube Device.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Evolution-in-materio: A frequency classifier using materials.
Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Evolution-in-materio: Solving bin packing problems using materials.
Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Practical issues for configuring carbon nanotube composite materials for computation.
Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Cartesian Genetic Programming: Why No Bloat?
Proceedings of the Genetic Programming - 17th European Conference, 2014

2013
Cartesian Genetic Programming on the GPU.
Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems.
IEEE Trans. Evolutionary Computation, 2013

Fast learning neural networks using Cartesian genetic programming.
Neurocomputing, 2013

The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks.
Proceedings of the Research and Development in Intelligent Systems XXX, 2013

Cartesian genetic programming encoded artificial neural networks: a comparison using three benchmarks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Function optimization using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

GECCO 2013 tutorial: cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Semantic Bias in Program Coevolution.
Proceedings of the Genetic Programming - 16th European Conference, 2013

2012
Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution.
IJUC, 2012


GECCO 2012 tutorial: cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Breast cancer detection using cartesian genetic programming evolved artificial neural networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

An Ecological Approach to Measuring Locality in Linear Genotype to Phenotype Maps.
Proceedings of the Genetic Programming - 15th European Conference, 2012

2011
Problem Decomposition in Cartesian Genetic Programming.
Proceedings of the Cartesian Genetic Programming, 2011

Medical Applications of Cartesian Genetic Programming.
Proceedings of the Cartesian Genetic Programming, 2011

Cartesian Genetic Programming.
Proceedings of the Cartesian Genetic Programming, 2011

Introduction to Evolutionary Computation and Genetic Programming.
Proceedings of the Cartesian Genetic Programming, 2011

The CGP Developmental Network.
Proceedings of the Cartesian Genetic Programming, 2011

Self-Modifying Cartesian Genetic Programming.
Proceedings of the Cartesian Genetic Programming, 2011

An Investigation of the Importance of Mechanisms and Parameters in a Multicellular Developmental System.
IEEE Trans. Evolutionary Computation, 2011

Where is the brain inside the brain? - On why artificial neural networks should be developmental.
Memetic Computing, 2011

Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture.
Evolutionary Computation, 2011

Developmental Plasticity in Cartesian Genetic Programming based Neural Networks.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011

GECCO 2011 tutorial: cartesian genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

SMCGP2: self modifying cartesian genetic programming in two dimensions.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines.
Genetic Programming and Evolvable Machines, 2010

Developments in Cartesian Genetic Programming: self-modifying CGP.
Genetic Programming and Evolvable Machines, 2010

Efficient representation of Recurrent Neural Networks for markovian/non-markovian non-linear control problems.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Evolution and Analysis of a Robot Controller Based on a Gene Regulatory Network.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

Introducing Flexibility in Digital Circuit Evolution: Exploiting Undefined Values in Binary Truth Tables.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

Evolution of Optimal ANNs for Non-Linear Control Problems using Cartesian Genetic Programming.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

Image compression of natural images using artificial gene regulatory networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Detection of microcalcifications in mammograms using multi-chromosome Cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Analytic Solutions to Differential Equations under Graph-Based Genetic Programming.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Modular design from gene regulation in a cellular system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Evolution of neural networks using Cartesian Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Learning Games using a Single Developmental Neuron.
Proceedings of the Artificial Life XII: Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

Solving Mazes using an Artificial Developmental Neuron.
Proceedings of the Artificial Life XII: Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

RBN-World - The Hunt for a Rich AChem.
Proceedings of the Artificial Life XII: Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

2009
Evolution in Materio.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Parallel evolution using multi-chromosome cartesian genetic programming.
Genetic Programming and Evolvable Machines, 2009

An evolutionary system using development and artificial Genetic Regulatory Networks for electronic circuit design.
Biosystems, 2009

The input pattern order problem II: Evolution of multiple-output circuits in hardware.
Proceedings of the 2009 IEEE Workshop on Evolvable and Adaptive Hardware, 2009

On the properties of artificial development and its use in evolvable hardware.
Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009

Evolution of cartesian genetic programs capable of learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolution, development and learning using self-modifying cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Multiple Network CGP for the Classification of Mammograms.
Proceedings of the Applications of Evolutionary Computing, 2009

Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing.
Proceedings of the Genetic Programming, 12th European Conference, 2009

RBN-World - A Sub-symbolic Artificial Chemistry.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Obtaining system robustness by mimicking natural mechanisms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A model for intrinsic artificial development featuring structural feedback and emergent growth.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Task decomposition and evolvability in intrinsic evolvable hardware.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

In search of intelligent genes: The cartesian genetic programming computational neuron (CGPCN).
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Self modifying Cartesian Genetic Programming: Parity.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
The Automatic Acquisition, Evolution and Reuse of Modules in Cartesian Genetic Programming.
IEEE Trans. Evolutionary Computation, 2008

Evolution in Materio: Exploiting the Physics of Materials for Computation.
IJUC, 2008

Breaking the Synaptic Dogma: Evolving a Neuro-inspired Developmental Network.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

A Developmental Gene Regulation Network for Constructing Electronic Circuits.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

The Input Pattern Order Problem: Evolution of Combinatorial and Sequential Circuits in Hardware.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

Coevolution of Neuro-developmental Programs That Play Checkers.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

Cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Developing neural structure of two agents that play checkers using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Fault tolerant control using Cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

An evolutionary system using development and artificial Genetic Regulatory Networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Fitness functions for the unconstrained evolution of digital circuits.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Evolution In Materio: Evolving Logic Gates in Liquid Crystal.
IJUC, 2007

Solving real-valued optimisation problems using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A developmental model of neural computation using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Coevolution of intelligent agents using cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Self-modifying cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A new crossover technique for Cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Changing the Genospace: Solving GA Problems with Cartesian Genetic Programming.
Proceedings of the Genetic Programming, 10th European Conference, 2007

Predicting Prime Numbers Using Cartesian Genetic Programming.
Proceedings of the Genetic Programming, 10th European Conference, 2007

2006
Redundancy and Computational Efficiency in Cartesian Genetic Programming.
IEEE Trans. Evolutionary Computation, 2006

Through the Interaction of Neutral and Adaptive Mutations, Evolutionary Search Finds a Way.
Artificial Life, 2006

A multi-chromosome approach to standard and embedded cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005
Improving the Evolvability of Digital Multipliers Using Embedded Cartesian Genetic Programming and Product Reduction.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2005

Evolution In Materio: Investigating the Stability of Robot Controllers Evolved in Liquid Crystal.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2005

Investigating the performance of module acquisition in cartesian genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

A Biological Development Model for the Design of Robust Multiplier.
Proceedings of the Applications of Evolutionary Computing, 2005

Evolution of Robot Controller Using Cartesian Genetic Programming.
Proceedings of the Genetic Programming, 8th European Conference, 2005

Intrinsic Evolvable Hardware Implementation of a Robust Biological Development Model for Digital Systems.
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005

Evolution In Materio : A Real-Time Robot Controller in Liquid Crystal.
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005

2004
Special issue on hardware implementations of soft computing techniques.
Appl. Soft Comput., 2004

Evolving a Self-Repairing, Self-Regulating, French Flag Organism.
Proceedings of the Genetic and Evolutionary Computation, 2004

Evolution and Acquisition of Modules in Cartesian Genetic Programming.
Proceedings of the Genetic Programming, 7th European Conference, 2004

Evolution in Materio: Initial Experiments with Liquid Crystal.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

Evolution in materio: a tone discriminator in liquid crystal.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
A Developmental Method for Growing Graphs and Circuits.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003

A Scalable Platform for Intrinsic Hardware and in materio Ev olution.
Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003

Evolving Developmental Programs for Adaptation, Morphogenesis, and Self-Repair.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

Adaptivity in cell based optimization for information ecosystems.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

2002
The Role of Neutral and Adaptive Mutation in an Evolutionary Search on the OneMax Problem.
Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

Climbing Unimodal Landscapes With Neutrality: A Case Study Of The One-max Problem.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Studying the Emergence of Multicellularity with Cartesian Genetic Programming in Artificial Life.
Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

Evolving Fault Tolerance On An Unreliable Technology Platform.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Finding Needles in Haystacks Is Not Hard with Neutrality.
Proceedings of the Genetic Programming, 5th European Conference, 2002

Evolution in materio: Looking Beyond the Silicon Box.
Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002

2001
Untidy Evolution: Evolving Messy Gates for Fault Tolerance.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

Neutrality and the Evolvability of Boolean Function Landscape.
Proceedings of the Genetic Programming, 4th European Conference, 2001

Evolving Messy Gates For Fault Tolerance: Some Preliminary Findings.
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

2000
Principles in the Evolutionary Design of Digital Circuits - Part II.
Genetic Programming and Evolvable Machines, 2000

Principles in the Evolutionary Design of Digital Circuits - Part I.
Genetic Programming and Evolvable Machines, 2000

Review: First NASA/DOD Workshop on Evolvable Hardware 1999.
Genetic Programming and Evolvable Machines, 2000

Information Characteristics and the Structure of Landscapes.
Evolutionary Computation, 2000

The Advantages of Landscape Neutrality in Digital Circuit Evolution.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2000

Embedding Landscape Neutrality to Build a Bridge from the Conventional to a More Efficient Three-bit Multiplier Circuit.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Cartesian Genetic Programming.
Proceedings of the Genetic Programming, European Conference, 2000

Scalability Problems of Digital Circuit Evolution: Evolvability and Efficient Designs.
Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

Towards the Automatic Design of More Efficient Digital Circuits.
Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

1999
Hybrid AI Techniques for Automated Software Reuse.
Proceedings of the Challenges for Case-Based Reasoning, 1999

Evolution of Digital Filters Using a Gate Array Model.
Proceedings of the Evolutionary Image Analysis, 1999

Co-Evolving Demes of Non-Uniform Cellular Automata for Synchronisation.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

On the Nature of Two-Bit Multiplier Landscapes.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

On the Filtering Properties of Evolved Gate Arrays.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

The Evolution of Computation in Co-evolving Demes of Non-uniform Cellular Automata for Global Synchronisation.
Proceedings of the Advances in Artificial Life, 5th European Conference, 1999

1998
Aspects of Digital Evolution: Evolvability and Architecture.
Proceedings of the Parallel Problem Solving from Nature, 1998

Aspects of Digital Evolution: Geometry and Learning.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1998

Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1998

1996
Restricted Evaluation Genetic Algorithms with Tabu Search for Optimising Boolean Functions as Multi-Level AND-EXOR Networks.
Proceedings of the Evolutionary Computing, 1996

1995
Ternary Decision Diagram Optimisation of Reed-Muller Logic Functions using a Genetic Algorithm for Variable and Simplification Rule Ordering.
Proceedings of the Evolutionary Computing, 1995


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