Interactive case-based planning for forest fire management

被引:36
|
作者
Avesani, P [1 ]
Perini, A [1 ]
Ricci, F [1 ]
机构
[1] Ist Ric Sci & Tecnol, I-38050 Trent, Italy
关键词
case-based reasoning; planning; local similarity metric; learning; temporal reasoning; constraint satisfaction;
D O I
10.1023/A:1008327312956
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes an AI system for planning the first attack on a forest fire. This planning system is based on two major techniques, case-based reasoning, and constraint reasoning, and is part of a decision support system called CHARADE. CHARADE is aimed at supporting the user in the whole process of forest fire management. The novelty of the proposed approach is mainly due to the use of a local similarity metric for case-based reasoning and the integration with a constraint solver in charge of temporal reasoning.
引用
收藏
页码:41 / 57
页数:17
相关论文
共 50 条
  • [21] On the role of the cases in case-based planning
    Muñoz-Avila, H
    [J]. CASE-BASED REASONING RESEARCH AND DEVELOPMENT, PROCEEDINGS, 2003, 2689 : 2 - 3
  • [22] A SYSTEM FOR CASE-BASED PROCESS PLANNING
    HUMM, B
    SCHULZ, C
    RADTKE, M
    WARNECKE, G
    [J]. COMPUTERS IN INDUSTRY, 1991, 17 (2-3) : 169 - 180
  • [23] Precision and recall in interactive case-based reasoning
    McSherry, D
    [J]. CASE-BASED REASONING RESEARCH AND DEVELOPMENT, PROCEEDINGS, 2001, 2080 : 392 - 406
  • [24] An interactive visualisation tool for case-based reasoners
    McKenna, E
    Smyth, B
    [J]. APPLIED INTELLIGENCE, 2001, 14 (01) : 95 - 114
  • [25] Interactive case-based exercises in pathology education
    Woosley, J. T.
    Reisner, H.
    [J]. LABORATORY INVESTIGATION, 2007, 87 : 357A - 357A
  • [26] Kernel functions for case-based planning
    Serina, Ivan
    [J]. ARTIFICIAL INTELLIGENCE, 2010, 174 (16-17) : 1369 - 1406
  • [27] Interactive case-based reasoning in sequential diagnosis
    McSherry, D
    [J]. APPLIED INTELLIGENCE, 2001, 14 (01) : 65 - 76
  • [28] Interactive case-based exercises in pathology education
    Woosley, J. T.
    Reisner, H.
    [J]. MODERN PATHOLOGY, 2007, 20 : 357A - 357A
  • [29] The inseparability problem in interactive case-based reasoning
    McSherry, D
    [J]. KNOWLEDGE-BASED SYSTEMS, 2002, 15 (5-6) : 293 - 300
  • [30] A case-based approach to heuristic planning
    de la Rosa, Tomas
    Garcia-Olaya, Angel
    Borrajo, Daniel
    [J]. APPLIED INTELLIGENCE, 2013, 39 (01) : 184 - 201