Paper Title:
A Novel Discovery Technique on Attribute Weight of Engine CBR Design System
  Abstract

An improved multi-group self-adaptive evolutionary programming Algorithm is used to get adapt attribute weight for CBR system. Firstly, this paper analyses the adaptability function based on reference case base REF and testing case base TEST, develops a novel Bi-group self-adaptive evolutionary programming that overcome the lack of conventional evolutionary programming. In this Novel algorithm, evolution of Cauchy operator and Gauss operator are parallel performed with different mutation strategies, and the Gauss operator owns the ability of self-adaptation according to the variation of adaptability function. Information is exchanged when sub-groups are reorganized. Experiment results prove the validity of self-adaptive Algorithm and CBR design system is used successfully in engine design process.

  Info
Periodical
Advanced Materials Research (Volumes 97-101)
Edited by
Zhengyi Jiang and Chunliang Zhang
Pages
3714-3717
DOI
10.4028/www.scientific.net/AMR.97-101.3714
Citation
W. Yan, Q. Gao, Z. G. Liu, S. H. Zhang, Y. P. Hu, "A Novel Discovery Technique on Attribute Weight of Engine CBR Design System", Advanced Materials Research, Vols. 97-101, pp. 3714-3717, 2010
Online since
March 2010
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Ying Peng, Zhao Yang, Jin Ling Hou, Jian Rong Xu, Shan Tang Liu, Fu Cheng Ming
Abstract: In recent years, with the telecom competitive landscape changing and the communications technology developing, China's telecom market has...
1458
Authors: Ru Ting Xia, Jian Fan, Bai Shao Zhan
Abstract:In this paper, a new measure method was suggested to examine the reaction time of visual attention of drivers using a new-style mechatronic...
838
Authors: Yu Hong Li, Yan Shi, Liang Yu, Bo Fan Zhang
Chapter 10: Environmentally Sustainable Manufacturing Processes and Systems
Abstract:The paper studies the adaptable capability of applications in mobile networks in the context of the optimizing the network resource usage....
2612
Authors: Xian Cheng Wang, Xing He, Jing Zhang
Chapter 2: Manufacturing and Design Science
Abstract:Investigation on environmental adaptability of special vehicle engine is scarce and its current evaluation system is unjustifiable in our...
2583
Authors: Tie Jun Li, Kuan Min Chen
Chapter 8: Transportation Planning, Construction and Operation Organization
Abstract:The primary purpose of this paper is to introduce the performance approach to assess the adaptability level of transportation system to urban...
1930