Harnessing Energy Balance and Genetic Algorithms for Efficient Building Demolition DOI Creative Commons
Kun Chen, Yun Wang,

Zenggang Lin

et al.

Applied Sciences, Journal Year: 2023, Volume and Issue: 13(22), P. 12491 - 12491

Published: Nov. 19, 2023

In the realm of building demolition, ensuring uniform distribution energy from multiple sources is paramount significance for systematic deconstruction large structures. This study presents an integrated methodology that combines genetic optimization and potential balance to determine most suitable locations release points, thereby enhancing efficiency reliability demolition process. We initiate our approach by randomly selecting points within a model subsequently simulate dispersion utilizing function until reaching stable boundaries. instances where discrepancy in area between regions with maximum minimum exceeds predefined threshold, we instigate process employing algorithms. involves crossover mutation operations, followed subsequent calculations. The result not only improvement but also assurance even coverage throughout target area.

Language: Английский

Artificial intelligence for production, operations and logistics management in modular construction industry: A systematic literature review DOI
Qiurui Liu, Yanfang Ma, Lin Chen

et al.

Information Fusion, Journal Year: 2024, Volume and Issue: 109, P. 102423 - 102423

Published: April 12, 2024

Language: Английский

Citations

19

Automated building layout generation using deep learning and graph algorithms DOI
Lufeng Wang, Jiepeng Liu, Zeng Yan

et al.

Automation in Construction, Journal Year: 2023, Volume and Issue: 154, P. 105036 - 105036

Published: July 27, 2023

Language: Английский

Citations

32

Intelligent floor plan design of modular high-rise residential building based on graph-constrained generative adversarial networks DOI
Jiepeng Liu,

Zijin Qiu,

Lufeng Wang

et al.

Automation in Construction, Journal Year: 2024, Volume and Issue: 159, P. 105264 - 105264

Published: Jan. 16, 2024

Language: Английский

Citations

15

Automated residential layout generation and editing using natural language and images DOI
Pengyu Zeng, Wen Gao, Jizhizi Li

et al.

Automation in Construction, Journal Year: 2025, Volume and Issue: 174, P. 106133 - 106133

Published: March 19, 2025

Language: Английский

Citations

2

Chromatics in Urban Landscapes: Integrating Interactive Genetic Algorithms for Sustainable Color Design in Marine Cities DOI Creative Commons
Longlong Zhang, Chul-Soo Kim

Applied Sciences, Journal Year: 2023, Volume and Issue: 13(18), P. 10306 - 10306

Published: Sept. 14, 2023

Color design plays a pivotal role in determining whether marine urban landscapes meet the diverse needs of individuals, encompassing their visual, psychological, behavioral, and spiritual dimensions. In contemporary environment, host practical challenges, including severe color pollution, absence regional cultural characteristics, lack humanistic sensitivity public spaces’ schemes, necessitates thorough exploration intricate relationship between human psychological within environmental contexts. This study leverages potential interactive genetic algorithms as powerful tool for innovative solutions. Anchored nexus psychology, theory, this research delves into nuances landscape color. Employing comprehensive approach that combines questionnaires extensive field surveys, we seek to elucidate critical interplay well-being. Drawing upon case Zhuhai Shijingshan Park, harness principles iteratively patterns. Through experimentation, our unveils novel strategies harmonize with idiosyncrasies human–environment interface. Specifically, findings highlight profound impact selection on emotional behavioral responses individuals landscapes. Our contributes vital insights art science design, shedding light nuanced ways which choices can enhance quality spaces promote endeavors bridge gap psychology through By addressing challenges leveraging techniques, strive provide holistic understanding symbiotic experience, ultimately enriching practices shape environments.

Language: Английский

Citations

14

Automated layout generation from sites to flats using GAN and transfer learning DOI
Lufeng Wang,

Xuhong Zhou,

Jiepeng Liu

et al.

Automation in Construction, Journal Year: 2024, Volume and Issue: 166, P. 105668 - 105668

Published: Aug. 7, 2024

Language: Английский

Citations

5

Flexible high-rise apartments with sparse wall-frame structure: A data-driven computational approach DOI Creative Commons
Hao Hua,

Ludger Hovestadt,

Qian Wang

et al.

Frontiers of Architectural Research, Journal Year: 2024, Volume and Issue: 13(3), P. 639 - 649

Published: March 22, 2024

Flexible housing resolves the fundamental conflicts between long-standing structure and evolving demands. We propose a computational method of optimizing structural layout high-rise residential buildings. Chinese apartment buildings have widely employed shear wall-frame in which one big room or multiple small rooms could occupy same span. Fitting floor plans into fixed sparse scheme walls columns is feasible. developed framework to seek flexible schemes. A building consists circulation core, walls, columns, boundaries. The computer program automatically adapts any drawn generated scheme. Based on large dataset layouts, number apartments that fit statistically reflects flexibility If many hypothetical can simulation, this probably support several generations unknown plans. Such data-driven provides possibility creating one-to-many mapping permanent

Language: Английский

Citations

3

Computational approaches to space planning: A systematic review of enhancing architectural layouts DOI
Cemile Gul Gurcan Bahadir, Togan Tong

International Journal of Architectural Computing, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 6, 2025

In architectural design, a well-structured and adaptable approach is fundamental to creating functional cohesive spaces, providing foundational framework for spatial organization. As design requirements grow increasingly complex, traditional methods often fall short of addressing multifaceted needs, such as user preferences, environmental considerations, geometric constraints. Computational techniques offer advanced automate refine space planning. Despite significant advancements in computational software data processing capabilities, challenges remain practically embedding diverse criteria. This study systematically reviews from 2013 2023, analyzing methodologies, typological applications, integration. The findings highlight shift rule-based data-driven approaches, emphasizing the development scalable intuitive tools. research identifies pathways adopting practice education, underlining critical role user-centered adaptability responsiveness shaping future

Language: Английский

Citations

0

Rural residential layout generation and evaluation: An approach based on the Wave Function Collapse algorithm DOI
Yin Zhang,

Zhen Xu,

Hanlin Li

et al.

International Journal of Architectural Computing, Journal Year: 2025, Volume and Issue: unknown

Published: March 13, 2025

Space layout design (SLD) is an essential process in architectural design. While residential generation has been widely explored, limited research focused on rural residences. To address this gap, study proposes a novel approach utilizing the Wave Function Collapse (WFC) algorithm to generate layouts, offering adaptability diverse site conditions and varying needs areas. Firstly, we introduce method for floor plan analysis that automatically extracts both geometric topological features from given dataset. We then develop program based WFC. Finally, multi-criteria decision-making (MCDM) utilized assess generated layouts perspectives of spatial rationality usability efficiency. validate effectiveness approach, conducted experiments using northern China as case study. The results demonstrate our can efficiently highlighting computational efficiency WFC its conditions. Our provides architects with intelligent tool early stages design, including analysis, generation, evaluation.

Language: Английский

Citations

0

Intelligent FE modelling and optimization of steel-concrete composite continuous beam bridge DOI
Jiepeng Liu,

Guikai Xiong,

Tianxiang Xu

et al.

Engineering Structures, Journal Year: 2025, Volume and Issue: 337, P. 120568 - 120568

Published: May 16, 2025

Language: Английский

Citations

0