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
来源：
APPLIED INTELLIGENCE | 2000年 / 13卷 / 01期
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
  • [1] Interactive Case-Based Planning for Forest Fire Management
    Paolo Avesani
    Anna Perini
    Francesco Ricci
    [J]. Applied Intelligence, 2000, 13 : 41 - 57
  • [2] An interactive planning architecture - The forest fire fighting case
    Perini, A
    Ricci, F
    [J]. NEW DIRECTIONS IN AI PLANNING, 1996, 31 : 273 - 283
  • [3] Forest Fire Risk Forecasting with the Aid of Case-Based Reasoning
    Dorodnykh, Nikita
    Nikolaychuk, Olga
    Pestova, Julia
    Yurin, Aleksandr
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (17):
  • [4] Using guidelines to constrain interactive case-based HTN planning
    Muñoz-Avila, H
    McFarlane, DC
    Aha, DW
    Breslow, L
    Ballas, JA
    Nau, DS
    [J]. CASE-BASED REASONING RESEARCH AND DEVELOPMENT, 1999, 1650 : 288 - 302
  • [5] Interactive planning for sustainable forest management
    Geir Hasle
    Johan Haavardtun
    Oddvar Kloster
    Arne Løkketangen
    [J]. Annals of Operations Research, 2000, 95 : 19 - 40
  • [6] Interactive planning for sustainable forest management
    Hasle, G
    Haavardtun, J
    Kloster, O
    Lokketangen, A
    [J]. ANNALS OF OPERATIONS RESEARCH, 2000, 95 (1-4) : 19 - 40
  • [7] Case-based planning
    Cox, Michael T.
    Munoz-Avila, Hector
    Bergmann, Ralph
    [J]. KNOWLEDGE ENGINEERING REVIEW, 2005, 20 (03): : 283 - 287
  • [8] Case-based planning to learn
    Murdock, JW
    Shippey, G
    Ram, A
    [J]. CASE-BASED REASONING RESEARCH AND DEVELOPMENT, 1997, 1266 : 467 - 476
  • [9] On the complexity of case-based planning
    Liberatore, P
    [J]. JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2005, 17 (03) : 283 - 295
  • [10] A survey on case-based planning
    Spalzzi, L
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2001, 16 (01) : 3 - 36
12345