Untidy Evolution: Evolving Messy Gates for Fault Tolerance
ICES '01 Proceedings of the 4th International Conference on Evolvable Systems: From Biology to Hardware
Evolvable computing by means of evolvable components
Natural Computing: an international journal
SBCCI '05 Proceedings of the 18th annual symposium on Integrated circuits and system design
Proceedings of the 3rd conference on Computing frontiers
Evolutionary functional recovery in virtual reconfigurable circuits
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Analysing evolvable cell design for optimisation of routing options
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Synthesis of analog filters on an evolvable hardware platform using a genetic algorithm
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Reducing the number of transistors in digital circuits using gate-level evolutionary design
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A three-step decomposition method for the evolutionary design of sequential logic circuits
Genetic Programming and Evolvable Machines
Research on fault-tolerance of analog circuits based on evolvable hardware
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
ICES'07 Proceedings of the 7th international conference on Evolvable systems: from biology to hardware
Fault-tolerance simulation of brushless motor control circuits
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Challenges of evolvable hardware: past, present and the path to a promising future
Genetic Programming and Evolvable Machines
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Evolvable Hardware (EHW) refers to HW design and self-reconfiguration using evolutionary/genetic mechanisms. The paper presents an overview of some key concepts of EHW, describing also a set of selected applications. A fine-grained Field Programmable Transistor Array (FPTA) architecture for reconfigurable hardware is presented as an example of an initial effort toward evolution-oriented devices. Evolutionary experiments in simulations and with a FPTA chip in the loop demonstrate automatic synthesis of electronic circuits. Unconventional circuits, for which there are no textbook design guidelines, are particularly appealing to evolvable hardware. To illustrate this situation, one demonstrates here the evolution of circuits implementing parametrical connectives for fuzzy logics. In addition to synthesizing circuits for new functions, evolvable hardware can be used to preserve existing functions and achieve fault-tolerance, determining circuit configurations that circumvent the faults. In addition, we illustrate with an example how evolution can recover functionality lost due to an increase in temperature. In the particular case of space applications, these characteristics are extremely important for enabling spacecraft to survive harsh environments and to have long life.