Human-competitive evolved antennas

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@Article{DBLP:journals/aiedam/LohnHL08,

• author = "Jason D. Lohn and Gregory Hornby and Derek S. Linden",
• title = "Human-competitive evolved antennas",
• journal = "Artificial Intelligence for Engineering Design, Analysis and Manufacturing",
• volume = "22",
• number = "3",
• year = "2008",
• pages = "235--247",
• DOI = "doi:10.1017/S0890060408000164",
• bibsource = "DBLP, http://dblp.uni-trier.de",
• keywords = "genetic algorithms, genetic programming, Antenna, Computational Design Design, Evolutionary Computation, Spacecraft, Wire Antenna",
• size = "13 pages",
• abstract = "We present a case study showing a human-competitive design of an evolved antenna that was deployed on a NASA spacecraft in 2006. We were fortunate to develop our antennas in parallel with another group using traditional design methodologies. This allowed us to demonstrate that our techniques were human-competitive because our automatically designed antenna could be directly compared to a human-designed antenna. The antennas described below were evolved to meet a challenging set of mission requirements, most notably the combination of wide beamwidth for a circularly polarized wave and wide bandwidth. Two evolutionary algorithms were used in the development process: one used a genetic algorithm style representation that did not allow branching in the antenna arms; the second used a genetic programming style tree-structured representation that allowed branching in the antenna arms. The highest performance antennas from both algorithms were fabricated and tested, and both yielded very similar performance. Both antennas were comparable in performance to a hand-designed antenna produced by the antenna contractor for the mission, and so we consider them examples of human-competitive performance by evolutionary algorithms. Our design was approved for flight, and three copies of it were successfully flown on NASA's Space Technology 5 mission between March 22 and June 30, 2006. These evolved antennas represent the first evolved hardware in space and the first evolved antennas to be deployed.",
• notes = "* better coverage * significantly higher efficiency * fewer parts: lower cost, increased reliability, easier manufacture * naturally matched to 50 Ohms * faster design time * rapid redesign accomplished at a small cost and in a short time frame",

}

Genetic Programming entries for Jason Lohn Gregory S Hornby Derek S Linden

Citations