Applied Genetic Programming and Machine Learning

Applied Genetic Programming and Machine Learning pdf epub mobi txt 电子书 下载 在线阅读 2026

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出版者: 作者:Iba, Hitoshi/ Paul, Topon Kumar/ Hasegawa, Yoshihiko 出品人: 页数:349 译者: 出版时间:2009-8 价格:$ 93.73 装帧: isbn号码:9781439803691 丛书系列:
图书标签
  • 遗传编程
  • 机器学习
  • 人工智能
  • 算法
  • 优化
  • 进化计算
  • 数据挖掘
  • 模式识别
  • 计算机科学
  • 生物启发式算法
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具体描述

Reflecting emerging concepts and new paradigms in intelligent machines, this is the first book to integrate genetic programming and machine learning techniques for solving a wide range of real-world tasks - including financial data prediction, day-trading rule development, and bio-marker selection. Written by a leading authority, the book explains how to: use machine learning techniques, make learning operators that efficiently sample a search space, navigate the search process through the design of objective fitness functions, and examine the search performance of the evolutionary system. All source code and GUIs are made available for download.

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