GIS-Multicriteria Evaluation with Ordered Weighted Averaging (OWA)
Case Study of Developing Watershed Management Strategies
Dados Bibliográficos
| ID | 4143446 |
|---|---|
| Autores | Jacek Malczewski (0000-0001-6477-3879, Western University, autor correspondente), Terry L Chapman (0000-0001-7506-0583, Toronto and Region Conservation Authority, autor correspondente), Terry Chapman, Cindy Flegel (Toronto and Region Conservation Authority, autor correspondente), Dan Walters (Western University, autor correspondente), Dan Shrubsole (Western University, autor correspondente), Martin A Healy (Urban and Regional Planning Technology, Fanshawe College, 1460 Oxford Street, London, Ontario N5Y 5R6, Canada, autor correspondente) |
| Ano | 2003 |
| Volume | 35 |
| Fascículo | 10 |
| Páginas | 1769-1784 |
| Data de publicação | 2003-10-01 |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | Environment and Planning A Economy and Space (JOURNAL) |
| Identificadores do periódico | ISSN: 0308-518X • E-ISSN: 1472-3409 |
| Editora | SAGE Publications Inc (PUBLISHER) |
| DOI | 10.1068/a35156 |
| OpenAlex | W2053481674 |
| Idioma | EN |
| Citações recebidas | 15 |
| Referências citadas | 11 |
This paper focuses on the parameterized-ordered weighted averaging (OWA) method. OWA is a family of multicriteria evaluation (or combination) rules. The proposed approach uses a parameter that serves as a mechanism for guiding multicriteria evaluation procedures. The parameter is incorporated into a method for obtaining the optimal order weights and for developing a transformation function. The function provides us with a consistent way of modifying the criterion values so that the multicriteria combination procedures can be guided by specifying a single parameter. The parameterized-OWA method has been implemented in a GIS environment as a GIS-OWA module and it has been tested in a real-world situation for developing management strategies in the Cedar Creek watershed in Ontario, Canada. Given a set of evaluation criteria, the problem is to evaluate areas in the watershed for rehabilitation and enhancement projects. Using the GIS-OWA method, a number of alternative strategies for rehabilitation and enhancement projects have been generated and evaluated
Algorithm · Data mining · Machine learning · Mathematical optimization · Parameterized complexity · Watershed · Bayesian Modeling and Causal Inference · Computer Science · Mathematics · Multi-Criteria Decision Making · Water resources management and optimization
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| Citações por ano | 0,68 |
|---|---|
| Intervalo de citações | 2004 - 2025 (22) |
| Altamente citado | Não |