Suppose the eight-puzzle was extended to a four-by-four tray containing 11 tiles with the solved puzzle appearing as below. 
What problem would occur if our heuristic search (using the-number-of-tiles-out-of-place) was applied to solve the puzzle start from the configuration below? How could that problem be overcome? 
Definitions:
Scholastic Aptitude Tests
Standardized tests used for college admissions in the United States, measuring reading, writing, and mathematics skills.
IQ Test
An IQ test is a standardized assessment designed to measure human intelligence and cognitive abilities relative to an age group.
Binet's View
Reflects Alfred Binet's perspective on intelligence; he believed intelligence was multifaceted and could improve with education.
Reliable
The characteristic of being dependable, consistent, and capable of being trusted or relied upon for accuracy or performance.
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