当前位置:
首页
>
出版信息
>
详细信息
快速检索
数据库:
各中心已购纸本教材
各中心已购电子教材
国内高校课程
国外著名大学课程
外文原版教材出版信息
外文影印版教材出版信息
名校购书信息
关键词:
Biomimicry for Optimization, Control, and Automation
书目信息
ISBN:
9781852338046(13位)
中图分类号:
TP
杜威分类号:
中文译名:
优化、控制与自动化用生物仿生性
作者:
Passino
编者:
语种:
English
出版信息
出版社:
Springer
出版地:
出版年:
2005
版本:
版本类型:
原版
丛书题名:
卷期:
文献信息
关键词:
Engineering
前言:
摘要:
内容简介:
There are many highly effective optimization, feedback control, and automation systems embedded in living organisms and nature. Evolution persistently seeks optimal robust designs for biological feedback control systems and decision making processes. From this comprehensive text you will gain knowledge of how mimicry of such biological processes can be used to solve optimization, control, and automation problems encountered in the construction of high technology systems. Mathematical stability analysis is treated for a number of cases, from attentional systems to social foraging swarm cohesion properties. Bio-inspired optimization and control methods are compared to conventional techniques with an objective to provide a balanced viewpoint. - A companion web site, continually updated by the author, will provide you with further examples and design problems, solution hints, lecture slides, a running lab and ongoing self-study problems and resources. - Matlab code is provided to solve a number of key problems. - Focus lies on verifying correct operation of technologies via a process of mathematical modelling and analysis complimented by computer simulations. - Written from an engineering perspective, methods are applied to extensive real-world applications, from ship steering to cooperative control of a group of autonomous robots. Aimed primarily at graduate courses and research, much of the material has been successfully used for undergraduate courses. This dynamic textbook sends an injection of new ideas into engineering technology and the academic community.
目次:
Introduction: Challenges in Computer Control and Automation; Scientific Foundations for Biomimicry; For Further Study Elements of Decision Making: Neural Network Substrates for Control Instincts; Rule-based Control; Planning Systems; For Further Study Learning: Learning and Function Approximation; Linear Least Squares Methods; Gradient Methods; For Further StudyEvolution: The Genetic Algorithm; Stochastic and Non-Gradient Optimization for Design; Evolutionary Adaptive Control; For Further Study Foraging and Fighting: Foraging and Search; Fighting and Competition; Social Foraging and Team Fighting; For Further Study, Bibliography.
附录:
全文链接:
读者对象:
grad.
实体信息
页码:
装帧:
hard
尺寸:
其它形态细节:
其它信息
原价:
EUR
99.9500
原版ISBN:
其它ISBN:
图书特色:
书评:
扩展信息
Isbn:
1852338040
issue:
2006JC01
相关附件