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Explain evolutionary strategies and how it works? What is the benefit of evolutionary strategies over genetic algorithms?

What are the 5 layers of Neural Fuzzy Systems? Explain each of them.

The following graph is a performance graph for 100 generations of 6 chromosomes. What parameter(s) could be changed to smooth out the “average” graph and why?

What parameters can we change of the genetic algorithm to possibly improve its performance? How? Explain.

Match the clinical presentation seen in the eye with the differential diagnosis.

Which of the following is a characteristic of milia?

A neonate presents after normal vaginal delivery with more than 6 cafe au lait spots measuring greater than 1.5 cm each. The infant should be evaluated for which of the following diseases?

A post-dates infant was born with Apgars 1, 2, 5, and 7 and is currently receiving total body cooling for treatment of hypoxic ischemic encephalopathy. On DOL 3, the infant has had no urine output for 18 hours and the serum sodium is 125. What diagnosis do you suspect?

Match the associated congenital anomalies of the kidneys and urinary tract with their associated presentation and/or management.

A 2 week old preterm infant weighing 900 grams at birth shows pneumatosis intestinalis on an abdominal x-ray. A follow-up film is concerning for potential bowel perforation. Metronidazole (Flagyl) is added to the antibiotic regimen. The goal of the additional antibiotic is to provide coverage for: