Genetic programming II: automatic discovery of reusable programs
Genetic programming II: automatic discovery of reusable programs
HGA: a hardware-based genetic algorithm
FPGA '95 Proceedings of the 1995 ACM third international symposium on Field-programmable gate arrays
Incremental evolution of complex general behavior
Adaptive Behavior - Special issue on environment structure and behavior
Alternative essences of intelligence
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
An evolvable hardware chip and its application as a multi-function prosthetic hand controller
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Hardware Evolution: Automatic Design of Electronic Circuits in Reconfigurable Hardware by Artificial Evolution
Development and Evolution of Hardware Behaviors
Papers from an international workshop on Towards Evolvable Hardware, The Evolutionary Engineering Approach
ATM Cell Scheduling by Function Level Evolvable Hardware
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
Phylogeny, Ontogeny, and Epigenesis: Three Sources of Biological Inspiration for Softening Hardware
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
An Evolved Circuit, Intrinsic in Silicon, Entwined with Physics
ICES '96 Proceedings of the First International Conference on Evolvable Systems: From Biology to Hardware
Aspects of Digital Evolution: Geometry and Learning
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
Building Complex Systems Using Developmental Process: An Engineering Approach
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
On the Automatic Design of Robust Electronics Through Artificial Evolution
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
A Hardware Implementation of an Embryonic Architecture Using Virtex FPGAs
ICES '00 Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware
Shrinking the Genotype: L-systems for EHW?
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
Initial Studies of a New VLSI Field Programmable Transistor Array
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
Hardware Evolution at Function Level
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Creation of Neural Networks Based on Developmental and Evolutionary Principles
ICANN '97 Proceedings of the 7th International Conference on Artificial Neural Networks
An Extrinsic Function-Level Evolvable Hardware Approach
Proceedings of the European Conference on Genetic Programming
Routine Duplication of Post-2000 Patented Inventions by Means of Genetic Programming
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
Evolvable Hardware and Its Applications to Pattern Recognition and Fault-Tolerant Systems
Papers from an international workshop on Towards Evolvable Hardware, The Evolutionary Engineering Approach
A Divide-and-Conquer Approach to Evolvable Hardware
ICES '98 Proceedings of the Second International Conference on Evolvable Systems: From Biology to Hardware
What's AI Done for Me Lately? Genetic Programming's Human-Competitive Results
IEEE Intelligent Systems
Scalability Problems of Digital Circuit Evolution: Evolvability and Efficient Designs
EH '00 Proceedings of the 2nd NASA/DoD workshop on Evolvable Hardware
Bidirectional Incremental Evolution in Extrinsic Evolvable Hardware
EH '00 Proceedings of the 2nd NASA/DoD workshop on Evolvable Hardware
EH '00 Proceedings of the 2nd NASA/DoD workshop on Evolvable Hardware
Evolution of Analog Circuits on Field Programmable Transistor Arrays
EH '00 Proceedings of the 2nd NASA/DoD workshop on Evolvable Hardware
Scalable Evolvable Hardware Applied to Road Image Recognition
EH '00 Proceedings of the 2nd NASA/DoD workshop on Evolvable Hardware
Evolving Cellular Automata to Model Fluid Flow in Porous Media
EH '02 Proceedings of the 2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
Optimizing Signal Strength In-Situ Using an Evolvable Antenna System
EH '02 Proceedings of the 2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
Towards Development in Evolvable Hardware
EH '02 Proceedings of the 2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
Evolution in materio: Looking Beyond the Silicon Box
EH '02 Proceedings of the 2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
EH '02 Proceedings of the 2002 NASA/DoD Conference on Evolvable Hardware (EH'02)
Evolution of Combinatonial and Sequential On-Line Self-Diagnosing Hardware
EH '03 Proceedings of the 2003 NASA/DoD Conference on Evolvable Hardware
Experimental Results in Evolutionary Fault-Recovery for Field Programmable
EH '03 Proceedings of the 2003 NASA/DoD Conference on Evolvable Hardware
Evolutionary Design of an X-Band Antenna for NASA's Space Technology 5 Mission
EH '03 Proceedings of the 2003 NASA/DoD Conference on Evolvable Hardware
The Importance of Reuse and Development in Evolvable Hardware
EH '03 Proceedings of the 2003 NASA/DoD Conference on Evolvable Hardware
Automatic Discovery of RTL Benchmark Circuits with Predefined Testability Properties
EH '05 Proceedings of the 2005 NASA/DoD Conference on Evolvable Hardware
Evolved Digital Circuits and Genome Complexity
EH '05 Proceedings of the 2005 NASA/DoD Conference on Evolvable Hardware
EH '05 Proceedings of the 2005 NASA/DoD Conference on Evolvable Hardware
Towards Development on a Silicon-based Cellular Computing Machine
Natural Computing: an international journal
Switchable Glass: A Possible Medium for Evolvable Hardware
AHS '06 Proceedings of the first NASA/ESA conference on Adaptive Hardware and Systems
Efficient machine-code test-program induction
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Addressing the Metric Challenge: Evolved versus Traditional Fault Tolerant Circuits
AHS '07 Proceedings of the Second NASA/ESA Conference on Adaptive Hardware and Systems
Evolution of synthetic RTL benchmark circuits with predefined testability
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Phenotypic, developmental and computational resources: scaling in artificial development
Proceedings of the 10th annual conference on Genetic and evolutionary computation
On Evolutionary Synthesis of Linear Transforms in FPGA
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Evolving Variability-Tolerant CMOS Designs
ICES '08 Proceedings of the 8th international conference on Evolvable Systems: From Biology to Hardware
Evolvable Hardware: From Applications to Implications for the Theory of Computation
UC '09 Proceedings of the 8th International Conference on Unconventional Computation
Evolving motion of robots with muscles
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
A genetic representation for evolutionary fault recovery in Virtex FPGAs
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
A developmental method for growing graphs and circuits
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
Developmental effects on tuneable fitness landscapes
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
POEtic tissue: an integrated architecture for bio-inspired hardware
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
Extrinsic evolvable hardware on the RISA architecture
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Implementation of a power-aware dynamic fault tolerant mechanism on the Ubichip platform
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Consensus-Based evaluation for fault isolation and on-line evolutionary regeneration
ICES'05 Proceedings of the 6th international conference on Evolvable Systems: from Biology to Hardware
Evolution in materio: investigating the stability of robot controllers evolved in liquid crystal
ICES'05 Proceedings of the 6th international conference on Evolvable Systems: from Biology to Hardware
Evolvable hardware: using evolutionary computation to design and optimize hardware systems
IEEE Computational Intelligence Magazine
Promises and challenges of evolvable hardware
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Real-world applications of analog and digital evolvable hardware
IEEE Transactions on Evolutionary Computation
The Automatic Acquisition, Evolution and Reuse of Modules in Cartesian Genetic Programming
IEEE Transactions on Evolutionary Computation
Generalized Disjunction Decomposition for Evolvable Hardware
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Efficient phenotype evaluation in cartesian genetic programming
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
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Nature is phenomenal. The achievements in, for example, evolution are everywhere to be seen: complexity, resilience, inventive solutions and beauty. Evolvable Hardware (EH) is a field of evolutionary computation (EC) that focuses on the embodiment of evolution in a physical media. If EH could achieve even a small step in natural evolution's achievements, it would be a significant step for hardware designers. Before the field of EH began, EC had already shown artificial evolution to be a highly competitive problem solver. EH thus started off as a new and exciting field with much promise. It seemed only a matter of time before researchers would find ways to convert such techniques into hardware problem solvers and further refine the techniques to achieve systems that were competitive with or better than human designs. However, 15 years on--it appears that problems solved by EH are only of the size and complexity of that achievable in EC 15 years ago and seldom compete with traditional designs. A critical review of the field is presented. Whilst highlighting some of the successes, it also considers why the field is far from reaching these goals. The paper further redefines the field and speculates where the field should go in the next 10 years.