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American Focus > Blog > Tech and Science > Why mathematicians hate Good Will Hunting
Tech and Science

Why mathematicians hate Good Will Hunting

Last updated: March 1, 2026 10:55 am
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Why mathematicians hate Good Will Hunting
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I vividly recall the movie night when I sat down to watch “Good Will Hunting” with my mother. Matt Damon’s portrayal of a janitor at the Massachusetts Institute of Technology left a lasting impression on me. As he mopped the hallways, he stumbled upon a challenging math problem on a blackboard. To my amazement, he effortlessly solved it, only to be chased away by a math professor.

The concept of hidden talents intrigued me back then. However, as I grew older and more acquainted with mathematics, I dismissed the movie’s portrayal as unrealistic. Nonetheless, with the Oscars approaching, memories of past winners, including “Good Will Hunting,” resurfaced. This led me to revisit the blackboard scene in the film that garnered critical acclaim in 1997.

The movie was inspired by a real-life incident involving George Dantzig, often referred to as the “father of linear programming.” Unlike the Hollywood version, Dantzig’s story is more compelling. As a graduate student in mathematics at the University of California, Berkeley, Dantzig unknowingly solved two famous statistics problems that had baffled experts for years.

In contrast, the mathematical challenge presented in “Good Will Hunting” is relatively straightforward once decoded. The task involves drawing all homeomorphically irreducible trees of size n = 10. While the technical language may seem daunting, the actual problem is simple and can even be tackled by children with guidance.

To solve this problem, one can employ various approaches, such as writing a computer program or manually sketching the graphs. By following specific equations and constraints, one can systematically draw the required tree graphs. The process involves identifying nodes with specific connections to fulfill the criteria set by the problem.

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While the filmmakers opted for a visually appealing math problem in the movie, I believe they missed an opportunity to showcase more intriguing and historically significant mathematical breakthroughs. Stories like David Smith’s discovery of the “einstein tile,” a polygon that fills a plane without gaps or repetition, could make for compelling on-screen narratives.

In conclusion, the history of mathematics is rich with fascinating tales of ordinary individuals solving complex problems. These stories, including Dantzig’s remarkable achievement, offer a glimpse into the world of mathematical discovery and innovation. As we celebrate cinematic achievements like “Good Will Hunting,” let us also appreciate the real-life feats of mathematicians who have shaped our understanding of the world.

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