2017 HiMCM B题特等奖学生论文下载8121
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论文摘要如下:
20th Annual High School Mathematical Contest in Modeling (HiMCM)
Summary Sheet Team Control Number: 8121
Problem Chosen: B: Ski Slope
Summary:
Wasatch Peaks Ranch is a prime location for a ski resort. Given the magnitude of the property and the randomness of nature, it is impossible to find a perfect ski resort layout. Our complete ski slope design is of Olympic caliber and will compete as one of the top ski resorts in all of North America.
Our model begins with extensive path generation which entails hundreds of trails being created, covering nearly 60 km. A subset of these trails were chosen based on their Trail Quality Index (TQI), a single value which determines the appropriateness of trails for skiers given their skill level, sharpness of curves, width of narrowest point, roughness, steepness, flatness, variability in directional derivatives, and points of kinetic energy loss. Using the data for the 40 km subset of trails, we simulated 120 km of trails using normal distributions for each of the aforementioned values. Our final design boasts more than 162 km of slopes with 38 beginner trails (20.4%), 74 intermediate trails (39.8%), and 74 expert trails (39.8%). Our beginner and intermediate trails have an mean TQI of 3.7 compared to a TQI of 2.4 for Whistler Blackcomb’s premier ski trail. Any TQI values greater than 0.5 are considered acceptable.
The aggregate of all trails is our Wasatch Peaks Ranch ski resort design. To quantitatively compare our resort with others, we created a Resort Rating system which rates the resorts from 0.1 to 10 (10 being the best), based on a variety of factors, including ski lifts, trail density, vertical drop, and direction that the slope is facing, which is critical for snow quality. Using this system, Wasatch Peaks Ranch achieved a Resort Rating score of 7.44, ranking 3rd among 16 top North American ski resorts. To put this into more context, Park City Mountain, known as one of the best ski resorts, and previous Winter Olympic site, received a score of 8.67 using our rating and was ranked #1. Sugarloaf Mountain, ranked extremely poorly on ZRankings.com, received a 4.74. The system is proven reliable through its strong correlation with existing ranking systems and its vulnerability to sensitivity analysis.
Our rating systems are based on weighted composite scores in the various factors we incorporated, so that it truly reflects what skiers are looking for. It also incorporates logistic models to make sure that ratings below the minimum and ratings above the maximum cannot happen.
To measure Olympic compatibility and readiness, we used a similar system, which resulted in our Olympic readiness score of 7.8, well within the range of previous Olympic sites: Squaw Valley’s 7.0 to Park City Mountain’s 8.3.
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