Evolvable Hardware: A Tool for Reverse Engineering of Biological Systems
Evolvable Hardware: A Tool for Reverse Engineering of Biological Systems
复制标题
可进化硬件：生物系统逆向工程工具
DOI：
10.1007/978-3-540-85857-7_30
复制
发表时间：
2008
期刊：
影响因子：
--
通讯作者：
P. Haddow
中科院分区：
文献类型：
--
作者：
P. Haddow
生物网络是高度动态的复杂生物过程的例子。因此，人们可能会说它们代表了可进化硬件系统所追求的一些目标。本文的目的不是研究此类系统作为更新或改进的仿生技术的基础，而是将系统生物学，特别是生物网络作为可进化硬件的一个潜在“杀手级应用”领域。为此，本文强调了为什么这样的应用领域有利于可演进的硬件。此外，本文提出了人工开发（一种较新的仿生技术）作为适合此类应用的技术，并强调了要解决的问题和要面临的挑战，以实现此类过程的模型。此外，本文还讨论了如何通过精炼的生物学知识来调整从模型动力学的硬件模拟生成的假设。
Biological networks are examples of highly dynamic complex biological processes. As such, one might say that they represent some of the goals sought in evolvable hardware systems. Rather than studying such systems as a basis for newer or refined bio-inspired techniques, the goal of this paper is to present systems biology and in particularly biological networks as one potential "killer application" area for evolvable hardware. To this end, the paper highlights why such an application area can be beneficial to evolvable hardware. Further, the paper proposes artificial development, a newer bioinspired technique, as a technique suitable for such an application and highlights the issues to be addressed and challenges to be faced so as to achieve models of such processes. In addition, the paper discusses how hypothesis generated, from hardware simulations of the dynamics of the model, may be tuned by refined biological knowledge.
影响因子：
7.5
作者：
P. Sorger
通讯作者：
P. Sorger