LAYOUT OPTIMIZATION FOR INTERACTIONAL OBJECTS IN A CONSTRAINED GEOGRAPHICAL AREA

摘要

The present disclosure describes methods, systems, and computer program products for finding a best location scheme for a set of interactional objects in a constrained geographical area. A geographic region representing a wind farm is partitioned into a plurality of lattices. Initial chromosomes are generated, where a particular chromosome is a binary series used to represent the presence of a wind turbine in a layout of the plurality of lattices. A cost associated with each wind turbine associated with the initial chromosomes is evaluated. Parent chromosomes are selected for a genetic operation, and following the genetic operation, a cost associated with each wind turbine if evaluated. The parent chromosomes are updated using a fitness value.