GRALE: A genetic algorithm for the non-parametric inversion of strong lensing systems

Astronomy and Astrophysics – Astrophysics

Scientific paper

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

Scientific paper

We present a non-parametric technique to infer the projected-mass distribution of a gravitational lens system with multiple strong-lensed images. The technique involves a dynamic grid in the lens plane on which the mass distribution of the lens is approximated by a sum of basis functions, one per grid cell. We used the projected mass densities of Plummer spheres as basis functions. A genetic algorithm then determines the mass distribution of the lens by forcing images of a single source, projected back onto the source plane, to coincide as well as possible. Averaging several tens of solutions removes the random fluctuations that are introduced by the reproduction process of genomes in the genetic algorithm and highlights those features common to all solutions. Given the positions of the images and the redshifts of the sources and the lens, we show that the mass of a gravitational lens can be retrieved with an accuracy of a few percent and that, if the sources sufficiently cover the caustics, the mass distribution of the gravitational lens can also be reliably retrieved. A major advantage of the algorithm is that it makes full use of the information contained in the radial images, unlike methods that minimise the residuals of the lens equation, and is thus able to accurately reconstruct also the inner parts of the lens.

No associations

LandOfFree

Say what you really think

Search LandOfFree.com for scientists and scientific papers. Rate them and share your experience with other people.

Rating

GRALE: A genetic algorithm for the non-parametric inversion of strong lensing systems does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with GRALE: A genetic algorithm for the non-parametric inversion of strong lensing systems, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and GRALE: A genetic algorithm for the non-parametric inversion of strong lensing systems will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFWR-SCP-O-982396

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.