Application of Case-Based Reasoning for Estimating Preliminary Duration of Building Projects
| Autor: | Yongwoon Cha, Run-Zhi Jin, Sangwon Han, Chang-Taek Hyun |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Construction management
International market Engineering Cost estimate business.industry Strategy and Management 0211 other engineering and technologies 02 engineering and technology Building and Construction Hazard analysis Bidding Industrial engineering 021105 building & construction Industrial relations 0202 electrical engineering electronic engineering information engineering Systems engineering 020201 artificial intelligence & image processing Case-based reasoning Duration (project management) business Selection (genetic algorithm) Civil and Structural Engineering |
| Zdroj: | Journal of Construction Engineering and Management. 142 |
| ISSN: | 1943-7862 0733-9364 |
| DOI: | 10.1061/(asce)co.1943-7862.0001072 |
| Popis: | The applicability and effectiveness of case-based reasoning (CBR) have been demonstrated in various construction management areas, including bidding, international market selection, safety hazard identification, construction litigation, and preliminary cost estimation. Despite its strong potential as a decision-supporting tool in construction, only a few studies have applied CBR for estimating the preliminary duration that is necessary for the overall success of a construction project. Based on this recognition, this paper develops a CBR model capable of accurately estimating the construction duration in the preliminary stage. The applicability and effectiveness of the developed model are tested through application to 83 multihousing projects. The test results confirm the strong potential of CBR to provide an accurate estimate of construction duration with limited information available in the preliminary stage. This paper is significant in that it provides practitioners with a reliable decision-su... |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|