Artificial Immune Systems and Their Applications

Artificial Immune Systems and Their Applications pdf epub mobi txt 电子书 下载 2025

出版者:Springer Verlag
作者:Dasgupta, Dipankar (EDT)
出品人:
页数:306
译者:
出版时间:
价格:$ 84.69
装帧:HRD
isbn号码:9783540643906
丛书系列:
图书标签:
  • Artificial Immune Systems
  • Immunocomputing
  • Machine Learning
  • Artificial Intelligence
  • Computational Intelligence
  • Optimization
  • Pattern Recognition
  • Anomaly Detection
  • Data Mining
  • Bio-inspired Computing
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具体描述

Artificial immune systems are highly distributed systems based on the principles of the natural system. This is a new and rapidly growing field offering powerful and robust information processing capabilities for solving complex problems. Like artificial neural networks, artificial immune systems can learn new information, recall previously learned information, and perform pattern recognition in a highly decentralized fashion. This volume provides an overview of the immune system from the computational viewpoint. It discusses computational models of the immune system and their applications, and provides a wealth of insights on immunological memory and the effects of viruses in immune response. It will be of professional interest to scientists, academics, vaccine designers, and practitioners.

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