A Weather Forecast System Based on Artificial Immune System

Inspired by the learning mechanism of the biological immune system, the paper presents a method for weather forecast. Expressions of antigen and B-cell are defined. An immune-based supervised learning algorithm is described in detail. A weather forecast system based on immune theory has thus been pr...

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Bibliographic Details
Published inAdvances in Natural Computation pp. 800 - 803
Main Authors Xu, Chunlin, Li, Tao, Huang, Xuemei, Jiang, Yaping
Format Book Chapter Conference Proceeding
LanguageEnglish
Published Berlin, Heidelberg Springer Berlin Heidelberg 2005
Springer
SeriesLecture Notes in Computer Science
Subjects
Applied sciences
Artificial Immune System
Artificial intelligence
Clonal Selection
Computer science; control theory; systems
Exact sciences and technology
Forecast Result
Weather Data
Weather Forecast
Immune algorithm
Weather forecast
Supervised learning
Systems theory
Neural network
Learning algorithm
Artificial intelligence
Biological system
Immune system
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Summary:Inspired by the learning mechanism of the biological immune system, the paper presents a method for weather forecast. Expressions of antigen and B-cell are defined. An immune-based supervised learning algorithm is described in detail. A weather forecast system based on immune theory has thus been presented. The experimental results show that the proposed method has higher forecast accuracy rate than neural network based weather forecast technique.
ISBN:9783540283256
3540283250
3540283234
9783540283232
ISSN:0302-9743
1611-3349
DOI:10.1007/11539117_112