Evolving Artificial Constructive Swarms - Experimental Models and Methodologies

Evolving Artificial Constructive Swarms - Experimental Models and Methodologies pdf epub mobi txt 电子书 下载 在线阅读 2026

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出版者: 作者:Von Mammen, Sebastian 出品人: 页数:92 译者: 出版时间: 价格:$ 72.32 装帧: isbn号码:9783836499033 丛书系列:
图书标签
  • 人工智能
  • 群体智能
  • 人工生命
  • 自组织系统
  • 计算模型
  • 实验方法
  • 复杂系统
  • 机器人学
  • 分布式系统
  • 演化计算
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具体描述

This book briefly introduces to the bio-inspired concept of constructive swarms and focuses on the design and evolution of two different artificial constructive swarm models. First, a connectionist approach is taken in which the sensory and the actuator system of virtually flocking swarm individuals are connected by an artificial neural network. The swarms are evolved to satisfy the expectations of the breeder by means of manual evaluation. Exhaustive computing times turn out to be a great obstacle to achieving good results. A second model is designed to overcome this hurdle. As a result, a rule-based constructive swarm is automatically evolved to approximate pre-defined geometrical shapes. This book provides ideas and results to support research and applications in Computer Science, Arts and Architecture.

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