General Framework for Design Optimization of Satellite Constellations

Issue
 Date
Publication Date
Patent No.
8,255,345
Category
Device and Algorithm

Systems and methods may include obtaining an input population of parent chromosome data structures, where each parent chromosome data structure provides having a plurality of genes representative of variables in which associated values are permitted to evolve; selecting pairs of parent chromosome data structures from the input population; allocating the selected pairs of parent chromosome data structures to respective ones of a plurality of slave processors, where each slave processor applies an evolutionary process to genes of the allocated pair to generate a plurality of child chromosome data structures; receiving a portion of the plurality of child chromosome data structures generated by the plurality of slave processors; merging the parent chromosome data structures with at least the received portion of the child chromosome data structures to generate a merged set of chromosome data structures; and identifying a portion of the merged set of chromosome data structures as an elite set of chromosome data structures.

Keywords: GRIPS
International Class: G06F15/18, G06N3/00, G06N3/12