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Construction Detail
City Digital Management Hub-based on Evolutionary Algorithm
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Location： Liverpool
Individual work
Date: 10/2022-12/2022
Instructor: Meizi Li
Under the influence of mass production and globalization in the last century, modern cities have gradually expanded in size and scale. In some specific cases, it is necessary to carry out allround communication and management of the urban population. The project collects urban environmental and social factors as the constraints of spatial organization to explore and generate a unique spatial architecture (genetic algorithm model) for the selected site as a spatial place for centralized communication, management and operation. This project uses this algorithm to study several influencing factors, and selects three venues with the most balanced values to build installation art.
Site Analysis
Building Functions
Building Functions
commercial buildings, educational buildings, residential buildings, industrial buildings, other functional buildings commercial buildings, educational buildings, residential buildings, industrial buildings, other functional buildings
Location Generation Logic
Land Availaible For Construction
Land Availaible For Construction unbuilt land plots can be used in constructing for street performance unbuilt land plots can be used in constructing for street performance
Objective Space
Greenland green belts, gardens, parks
Greenland green belts, gardens, parks
Example Solution
Transportation major roads, minor roads, highways, bus stops, subway stations major roads, minor roads, highways, bus stops, subway stations
Liverpool City
Liverpool City building functions, transportation, land available for construction building functions, transportation, land available for construction
Parallel Coordinate Plot
A total of 50 generations with 50 solutions of site selection and building volume in each generation. The 2500 solutions are randomly divided into 4 groups, choosing the best solution in each group which is biased toward one objective or average as a whole, listing on the next page. Results are filtrated by the value of the fitness objectives. A smaller value indicates a closer approach to ideal solution. Gen. 49 Indv. 23
FO1: maximum building(people) density
Fitness Value: 21.661378
Fitness Rank: 382/2499
FO2: maximum distance to major road
Fitness Value: 189.911285
Fitness Rank: 1842/2499
FO3: minimum distance to metro
Fitness Value: 123.547762
Fitness Rank: 1972/2499
Fitness Objective 1
Fitness Objective 2 Fitness Objective 3 Average
Las Vegas
Affordable Housing Design
Location： Las Vegas
Individual work
Date: 12/2022-03/2023
Instructor： Aronld Yu
The project site is located at 2380 Marion Dr in the Sunrise Manor area in the northeast of Las Vegas. Income, crime rates, and living standards are at the end of each block. Therefore, this project chooses to design community-based affordable housing in this area to provide shelter for residents living here and improve their living conditions. This project introduces the concept of modular buildings, which are combined in different arrangements to form different building groups and create more spaces in the community. While connecting with the surrounding environment of the site, it also provides sufficient internal space. Privacy space, providing residents with more comfortable living conditions. At the same time, a variety of room types are provided inside the building to better serve the needs of different people. Service spaces such as store lounges are also designed inside, which can not only enrich residents' lives, but also create some employment opportunities, stabilize and promote local economic development.
