Abstract
This paper reviews the recent use of genetic
programming to automatically synthesise
human-competitive designs of complex structures in six
engineering domains, namely analogue electrical
circuits, optical lens systems, controllers, antennas,
mechanical systems, and quantum computing circuits.
First, the paper identifies common features observed in
the human-competitive results produced by genetic
programming in the six domains and suggests possible
explanations for the observed similarities. Second, the
paper identifies the characteristics that make a
particular domain amenable to the application of
genetic programming for the automatic synthesis of
designs. Third, the paper discusses certain
domain-specific adjustments in technique that may
increase the efficiency of the automated process in a
particular domain. Fourth, the paper discusses several
technique issues that have arisen in more than one
domain.
- algorithms,
- amplifiers,
- analog,
- analogue
- antenna,
- antennas,
- automate,
- automated
- automated,
- automatic,
- circuit,
- circuits,
- computing
- control,
- controller,
- controllers,
- design,
- development,
- developmental
- developmental,
- filter,
- genetic
- hardware,
- human-competitive
- human-competitive,
- invention,
- lens
- lens,
- lenses,
- mechanical
- mechanical,
- native,
- node,
- node_increased_scope,
- of
- optic,
- optical
- optical,
- optics,
- patent,
- patented
- pid,
- previously
- process,
- programming,
- qgame,
- quantum
- quantum,
- qubit,
- reasonableness,
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