Wangshu Mu
Biographic Data
| ID | 975774 |
|---|---|
| NAME | Wangshu Mu |
| GIVEN NAMES | Wangshu |
| FAMILY NAME | Mu |
| SIGNATURE | MU W |
| AFFILIATIONS | Beijing Normal University |
| ORCID | 0000-0002-2171-8025 |
| VERIFIED | Yes |
| TOTAL WORKS | 12 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 12 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2019 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Optimization of the Job–Housing Balance in Megacities by Integrating Commuting Behavior Patterns
Rapid urbanization in megacities has exacerbated the spatial mismatch between employment and housing, necessitating effective spatial optimization strategies. However, classical optimization models often rely on the idealized assumption of “proximity maximization,” failing to account for the complex, nonlinear regularities of actual human mobility. To address this disconnect between theoretical modeling and real-world behavior, this study establi…
A tree location optimization via metamodel-based simulation framework for mitigating extreme heat in communities
Locating Senior-Friendly Restaurants in a Community
Senior-friendly restaurants are dining establishments that cater specifically to the needs and preferences of older adults in a community. As the physical capabilities of seniors progressively decline and their activity spaces contract over time, determining optimal locations for such restaurants to ensure their accessibility becomes crucial. Nevertheless, the criteria for the location selection of senior-friendly restaurants are multifaceted, ne…
A Spatial Optimization Model for Delineating Metropolitan Areas
A metropolitan area comprises a collection of cities and counties bound by strong socioeconomic ties. Despite the pivotal role that metropolitan areas play in regional economics, their delineation remains a challenging task for researchers and urban planners. Current threshold-based delineation methods select counties based on their connection strength with prespecified core counties. Such an approach often neglects potential interactions among o…
Optimization of urban greenway route using a coverage maximization model for lines
Geoforensics with Pollen Quantification
Geoforensic science investigates the location and time of criminal occurrences by integrating multiple fields, including geography, criminology, ecology, biology, and geology. The ubiquity, durability, and spatial-temporal predictability make pollen a frequently used biomarker in geoforensic investigations to help determine the provenance of hard-to-trace items, including computers, counterfeit products, digging equipment, clothing, and undetonat…
A general model for creating robust choropleth maps
Identifying the spatial footprint of pollen distributions using the Geoforensic Interdiction (Gofind) model
A people-based density perspective on physical/virtual world spaces in the microcosmic city
Distance in Spatial Analysis
Distance is an important and basic concept in geography. Many theories, methods, and applications involve distance explicitly or implicitly. While measuring the distance between two locations is a straightforward task, many geographical processes involve areal units, where the distance measurement can be complicated. This research investigates distance measurement between a location (point) and an area (polygon). We find that traditional polygon‐…
On solving large p -median problems
Incorporating big data in urban planning has great potential for better modeling of urban dynamics and more efficiently allocating limited resources. However, big data may present new challenges for problem solutions. This research focuses on the p-median problem, one of the most widely used location models in urban and regional planning. Similar to many other location models, the p-median problem is non-deterministic polynomial-time hard (NP-har…
Choropleth Mapping with Uncertainty
Choropleth mapping provides a powerful way to visualize geographical phenomena with colors, shadings, or patterns. In many real-world applications, geographical data often contain uncertainty. How to incorporate such uncertainty into choropleth mapping is challenging. Although a few existing methods attempt to address the uncertainty issue in choropleth mapping, there are limitations to widely applying these methods due to their strong assumption…
No prominent works on this page.
Choropleth Mapping with Uncertainty
Choropleth mapping provides a powerful way to visualize geographical phenomena with colors, shadings, or patterns. In many real-world applications, geographical data often contain uncertainty. How to incorporate such uncertainty into choropleth mapping is challenging. Although a few existing methods attempt to address the uncertainty issue in choropleth mapping, there are limitations to widely applying these methods due to their strong assumption…
Distance in Spatial Analysis
Distance is an important and basic concept in geography. Many theories, methods, and applications involve distance explicitly or implicitly. While measuring the distance between two locations is a straightforward task, many geographical processes involve areal units, where the distance measurement can be complicated. This research investigates distance measurement between a location (point) and an area (polygon). We find that traditional polygon‐…
On solving large p -median problems
Incorporating big data in urban planning has great potential for better modeling of urban dynamics and more efficiently allocating limited resources. However, big data may present new challenges for problem solutions. This research focuses on the p-median problem, one of the most widely used location models in urban and regional planning. Similar to many other location models, the p-median problem is non-deterministic polynomial-time hard (NP-har…
Identifying the spatial footprint of pollen distributions using the Geoforensic Interdiction (Gofind) model
A people-based density perspective on physical/virtual world spaces in the microcosmic city
A general model for creating robust choropleth maps
Geoforensics with Pollen Quantification
Geoforensic science investigates the location and time of criminal occurrences by integrating multiple fields, including geography, criminology, ecology, biology, and geology. The ubiquity, durability, and spatial-temporal predictability make pollen a frequently used biomarker in geoforensic investigations to help determine the provenance of hard-to-trace items, including computers, counterfeit products, digging equipment, clothing, and undetonat…
Locating Senior-Friendly Restaurants in a Community
Senior-friendly restaurants are dining establishments that cater specifically to the needs and preferences of older adults in a community. As the physical capabilities of seniors progressively decline and their activity spaces contract over time, determining optimal locations for such restaurants to ensure their accessibility becomes crucial. Nevertheless, the criteria for the location selection of senior-friendly restaurants are multifaceted, ne…
A Spatial Optimization Model for Delineating Metropolitan Areas
A metropolitan area comprises a collection of cities and counties bound by strong socioeconomic ties. Despite the pivotal role that metropolitan areas play in regional economics, their delineation remains a challenging task for researchers and urban planners. Current threshold-based delineation methods select counties based on their connection strength with prespecified core counties. Such an approach often neglects potential interactions among o…
Optimization of urban greenway route using a coverage maximization model for lines
Optimization of the Job–Housing Balance in Megacities by Integrating Commuting Behavior Patterns
Rapid urbanization in megacities has exacerbated the spatial mismatch between employment and housing, necessitating effective spatial optimization strategies. However, classical optimization models often rely on the idealized assumption of “proximity maximization,” failing to account for the complex, nonlinear regularities of actual human mobility. To address this disconnect between theoretical modeling and real-world behavior, this study establi…
A tree location optimization via metamodel-based simulation framework for mitigating extreme heat in communities
Computer Science (10 works) · Geography (7 works) · Mathematics (6 works) · Urban Transport and Accessibility (6 works) · Artificial Intelligence (5 works) · Data science (3 works) · Engineering (3 works) · Human Mobility and Location-Based Analysis (3 works) · Mathematical optimization (3 works) · Archaeology (2 works)