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
  • [31] A CASE-BASED SYSTEM FOR PROCESS PLANNING
    TSATSOULIS, C
    KASHYAP, RL
    [J]. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 1988, 4 (3-4) : 557 - 570
  • [32] CASE-BASED PLANNING - HAMMOND,K
    MILLER, DP
    [J]. JOURNAL OF MATHEMATICAL PSYCHOLOGY, 1990, 34 (04) : 489 - 498
  • [33] A case-based approach to heuristic planning
    Tomás de la Rosa
    Angel García-Olaya
    Daniel Borrajo
    [J]. Applied Intelligence, 2013, 39 : 184 - 201
  • [34] ON-LINE CASE-BASED PLANNING
    Ontanon, Santi
    Mishra, Kinshuk
    Sugandh, Neha
    Ram, Ashwin
    [J]. COMPUTATIONAL INTELLIGENCE, 2010, 26 (01) : 84 - 119
  • [35] Case-based reasoning in quality planning
    [J]. Zhang, S., 2001, CIMS (07):
  • [36] The inseparability problem in interactive case-based reasoning
    McSherry, D
    [J]. RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEMS XVIII, 2002, : 109 - 122
  • [37] An Interactive Visualisation Tool for Case-Based Reasoners
    Elizabeth Mckenna
    Barry Smyth
    [J]. Applied Intelligence, 2001, 14 : 95 - 114
  • [38] Interactive Case-Based Reasoning in Sequential Diagnosis
    David Mcsherry
    [J]. Applied Intelligence, 2001, 14 : 65 - 76
  • [39] CASE-BASED PLANNING - A FRAMEWORK FOR PLANNING FROM EXPERIENCE
    HAMMOND, KJ
    [J]. COGNITIVE SCIENCE, 1990, 14 (03) : 385 - 443
  • [40] A case base seeding for case-based planning systems
    Tonidandel, F
    Rillo, M
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2004, 2004, 3315 : 104 - 113
12345