i see Advaita And Dvaita as 

tree and seeds , 

mother and children , 

unity and diversity

advaita giving birth to dvaita, 

dvaita growing into advaita

one unmanifest brahman manifesting as multiplicity of manifest creation 

multiplicity of manifest creation evolving to one unmanifest brahman

the process continuously repeating eternally