Detail publikace

Design Optimization of Mechatronic System

BŘEZINA, T. KRATOCHVÍL, C. ONDRŮŠEK, Č.

Anglický název

Design Optimization of Mechatronic System

Typ

kapitola v knize

Jazyk

en

Originální abstrakt

Mechatronic conceptions are most frequently characterized as synergistic conjunction of the mechanics, electrotechnics and computer science. Computer science as a platform of the realization of control algorithms especially increasingly runs the soft computing algorithms. Soft computing differs from conventional (hard) computing in the basic principle: it exploits the tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness and low solution cost. The most important components of soft computing are fuzzy logic, neural network theory, probabilistic reasoning, genetic algorithm, chaos theory and parts of machine learning theory. Fundamental issue is that the principal contributions of cited components are complementary, not competitive (leading on hybrid systems creation, etc.). The survey of the most interesting ideas of learning used in soft computing is introduced in this contribution.

Anglický abstrakt

Mechatronic conceptions are most frequently characterized as synergistic conjunction of the mechanics, electrotechnics and computer science. Computer science as a platform of the realization of control algorithms especially increasingly runs the soft computing algorithms. Soft computing differs from conventional (hard) computing in the basic principle: it exploits the tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness and low solution cost. The most important components of soft computing are fuzzy logic, neural network theory, probabilistic reasoning, genetic algorithm, chaos theory and parts of machine learning theory. Fundamental issue is that the principal contributions of cited components are complementary, not competitive (leading on hybrid systems creation, etc.). The survey of the most interesting ideas of learning used in soft computing is introduced in this contribution.

Klíčová slova anglicky

control algorithm, Q-learning, neural network

Rok RIV

2002

Vydáno

01.01.2002

Nakladatel

CRC Press LLC

Místo

Florida, USA

ISBN

0-8493-0066-5

Kniha

Mechatronics Handbook

Počet stran

14

BIBTEX


@inbook{BUT54852,
  author="Tomáš {Březina} and Ctirad {Kratochvíl} and Čestmír {Ondrůšek},
  title="Design Optimization of Mechatronic System",
  booktitle="Mechatronics Handbook",
  year="2002",
  month="January",
  publisher="CRC Press LLC",
  address="Florida, USA",
  isbn="0-8493-0066-5"
}