Case-based reasoning
Correlation analysis of the synchronizing-CA landscape
Proceedings of the 16th annual international conference of the Center for Nonlinear Studies on Landscape paradigms in physics and biology : concepts, structures and dynamics: concepts, structures and dynamics
Numerical Optimization of Computer Models
Numerical Optimization of Computer Models
Time Series Analysis, Forecasting and Control
Time Series Analysis, Forecasting and Control
Principles in the Evolutionary Design of Digital Circuits—Part I
Genetic Programming and Evolvable Machines
Aspects of Digital Evolution: Evolvability and Architecture
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
Evolutionary Case Based Design
Proceedings of the First United Kingdom Workshop on Progress in Case-Based Reasoning
Application of Case-Based Reasoning (CBR) to Software Reuse
Proceedings of the First United Kingdom Workshop on Progress in Case-Based Reasoning
Learning Adaptation Rules from a Case-Base
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
On the Nature of Two-Bit Multiplier Landscapes
EH '99 Proceedings of the 1st NASA/DOD workshop on Evolvable Hardware
Information Characteristics and the Structure of Landscapes
Evolutionary Computation
Evolutionary Computation
Algebraic theory of recombination spaces
Evolutionary Computation
A phylogenetic, ontogenetic, and epigenetic view of bio-inspired hardware systems
IEEE Transactions on Evolutionary Computation
Explorations in design space: unconventional electronics designthrough artificial evolution
IEEE Transactions on Evolutionary Computation
Principles in the Evolutionary Design of Digital Circuits—Part I
Genetic Programming and Evolvable Machines
Smoothness, ruggedness and neutrality of fitness landscapes: from theory to application
Advances in evolutionary computing
Evolutionary Synthesis of LogicCircuits Using Information Theory
Artificial Intelligence Review
Evolutionary synthesis of logic circuits using information theory
Artificial intelligence in logic design
Developing neural structure of two agents that play checkers using cartesian genetic programming
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Fault tolerant control using Cartesian genetic programming
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Comparative study of serial and parallel heuristics used to design combinational logic circuits
Optimization Methods & Software
Coevolution of Neuro-developmental Programs That Play Checkers
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Evolving Digital Circuits in an Industry Standard Hardware Description Language
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Intrinsic evolution of digital circuits using evolutionary algorithms
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Adaptive immune genetic algorithm for logic circuit design
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Evolution of cartesian genetic programs capable of learning
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Competitive coevolution through evolutionary complexification
Journal of Artificial Intelligence Research
Design innovation for real world applications, using evolutionary algorithms
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolving fault tolerant digital circuitry: comparing population-based and correlation-based methods
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Fitness landscape analysis and image filter evolution using functional-level CGP
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Evolutionary design of generic combinational multipliers using development
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
An efficient selection strategy for digital circuit evolution
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
GECCO 2011 tutorial: cartesian genetic programming
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Towards automated design of large-scale circuits by combining evolutionary design with data mining
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
CBR-Based knowledge discovery on results of evolutionary design of logic circuits
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Evolution of robot controller using cartesian genetic programming
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
Evolvable hardware design based on a novel simulated annealing in an embedded system
Concurrency and Computation: Practice & Experience
GECCO 2012 tutorial: cartesian genetic programming
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Analyzing module usage in grammatical evolution
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
A module-level three-stage approach to the evolutionary design of sequential logic circuits
Genetic Programming and Evolvable Machines
GECCO 2013 tutorial: cartesian genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
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In a previous work it was argued that by studying evolved designs of gradually increasing scale, one might be able to discern new, efficient, and generalisable principles of design. These ideas are tested in the context of designing digital circuits, particularly arithmetic circuits. This process of discovery is seen as a principle extraction loop in which the evolved data is analysed both phenotypically and genotypically by processes of data mining and landscape analysis. The information extracted is then fed back into the evolutionary algorithm to enhance its search capabilities and hence increase the likelihood of identifying new principles which explain how to build systems which are too large to evolve.