Knowledge Representation Under Uncertainty in a Multi-Agent System: An innovative method to generate land use decisions - Couverture souple

Ma, Liying

 
9783659856624: Knowledge Representation Under Uncertainty in a Multi-Agent System: An innovative method to generate land use decisions
Couverture souple
ISBN 10 : 3659856622 ISBN 13 : 9783659856624
Editeur : LAP LAMBERT Academic Publishing, 2016

Synopsis

The multi-player decision making process in urban planning has stimulated the development of this multi-agent system, in which domain agents represent particular land uses and use expert knowledge to develop beliefs about the likely distribution of land uses and make claims. During the land use suitability analysis process, a high degree of uncertainty about the future spatial distribution of competitive and synergetic land uses in adjacent land parcels has not been addressed in existing land suitability analysis methods. This study, therefore, aims to explore possibilities to incorporate this uncertainty in land use decision problem. The decision network model developed addressing the declarative knowledge representation of an individual agent to make land use decisions independently of other agents has been integrated in a realistic planning process, where multiple agents interact with each other to arrive at a final, collaborative land use plan. To represent such procedural knowledge as well as the declarative knowledge in a system, a scenario-based approach is developed. A case study shows how the system can be used to generate plan alternatives to support land use planning.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Dr. Liying Ma is a senior advisor specialized in decision making support systems in urban planning, innovative and sustainable urban development, urban mobility, intelligent transportation systems, dynamic traffic management, city logistics and environmental impact assessment. She has published various articles, papers and books in these fields.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2016
Langue
anglais
ISBN 10 
3659856622
ISBN 13 
9783659856624
Reliure
Broché
Nombre de pages
228
Coordonnées du fabricant
non disponible
Personne responsable
non disponible