Computer-Automated Evolution of an X-Band Antenna for NASA's Space Technology 5 Mission
By Gregory S. Hornby, Jason D. Lohn, Derek S. Linden. 2011
116 citations recorded by the source corpus.
Subfields: Aerospace Engineering, Electrical and Electronic Engineering
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In Aerospace Engineering
In Electrical and Electronic Engineering
Citations in the corpus
- Automating Biomedical Data Science Through Tree-Based Pipeline Optimization (2016, background): “…have seen the growth of intelligent systems such as evolutionary algorithms that are capable of outperforming humans in a wide variety of tasks, such as antenna design for space missions [2], discovering and patching bugs in large software projects [3], and even in the study of finite algebras [4].”
- Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science (2016, background): “From space antenna design [9] to software development [7] and debugging [5] to the study of finite algebras [17], evolutionary algorithms have outperformed humans in a variety of domains that were previously considered exclusive to humans.”
- Neural Modularity Helps Organisms Evolve to Learn New Skills without Forgetting Old Skills (2015, background): “These algorithms have shown impressive performance—often outperforming human engineers [40, 41]—on a range of tasks, such as measuring properties in quantum physics [12], dynamic rocket guidance [42], and robot locomotion [43, 44].”
- From evolutionary computation to the evolution of things (2015, background): “One appealing example from the design domain concerns X-band antennas for NASA’s ST5 spacecraft 27 .”
- Illuminating search spaces by mapping elites (2015, background): “…the fastest robot (a performance criterion) for each combination of height and weight. by human engineers 3 : they have designed antennas that NASA flew to space 4 , found patentable electronic circuit designs 3 , automated scientific discovery 5 , and created artificial intelligence for robots 6–15 .”