一個互動式演化計算運行框架: 以最佳化產品設計為例

王柳鋐, 廖峻德 - 電子商務學報, 2011 - airitilibrary.com
疲勞問題(fatigue problem) 一直是互動式演化計算(interactive evolutionary computation, IEC)
領域中重要的研究問題之一. 本文以解決IEC 疲勞問題常見的適應值預測(fitness prediction) …

Reducing Evaluation Fatigue in Interactive Evolutionary Algorithms by Using an Incremental Learning Approach

L Wang, P Wei, Y Chang - … Science and Technology: Proceedings of the …, 2005 - Springer
Human fatigue is one of the most important problems of Interactive Evolutionary Algorithms
(IEAs) that requires addressing. The problem of fatigue usually arises out of intensive …

Evaluation of user fatigue reduction through IEC rating-scale mapping

S Wang, H Takagi - Soft Computing as Transdisciplinary Science and …, 2005 - Springer
We evaluate the convergence speed of an Interactive Evolutionary Computation (IEC) using
a rating-scale mapping for user fatigue reduction. First, we introduce the concept of mapping …

Providing an appropriate search space to solve the fatigue problem in interactive evolutionary computation

FC Hsu, P Huang - New Generation Computing, 2005 - Springer
The user fatigue problem in interactive evolutionary computation (IEC) is a complex and
interesting issue. If the IEC search space is created from the experience or knowledge of …

[PDF][PDF] A comparison of three fitness prediction strategies for interactive genetic algorithms

LH Wang - Journal of information science and engineering, 2007 - Citeseer
The human fatigue problem is one of the most significant problems encountered by
interactive genetic algorithms (IGA). Different strategies have been proposed to address this …

New types of IEC applications and latest research on reducing user fatigue

H Takagi - … Conference on Adaptive Computing in Design …, 2008 - catalog.lib.kyushu-u.ac.jp
We introduce our recent topics of interactive evolutionary computation (IEC) research. First,
we introduce new types of IEC research unlike normal IEC-based system optimization:(a) …

Alleviation of design loads by synthesizing evaluation function

T Shiose, R Ishida, Y Nakayama… - Proceedings of the 41st …, 2002 - ieeexplore.ieee.org
In the early phase of a design process, conceptualization and preliminary refinement are
important processes in deciding the quality of a product; however, their implementation in …

Interactive evolutionary computation with evaluation characteristics of Multi-IEC users

S Henmi, S Iwashita, H Takagi - 2006 IEEE International …, 2006 - ieeexplore.ieee.org
We (1) propose a method for accelerating the convergence of interactive evolutionary
computation (IEC) by incorporating multiple evaluation models of previous IEC users,(2) …

[引用][C] 互動式演化計算評估一致性問題之探討

王柳鋐 - 2009 - auir.au.edu.tw
摘要學習受測者偏好模型(preference model) 以減輕受測者評估負擔(user evaluation burden)
一直是互動式演化計算(Interactive Evolutionary Computation, IEC) 應用的主要解決方案之一 …

Interactive evolutionary computation framework and the on-chance operator for product design

L Wang, M Sung, C Hong - Workshops on Applications of Evolutionary …, 2006 - Springer
Traditionally, product design problem is usually solved by means of the conjoint analysis
methods. However, the conjoint analysis methods suffer from evaluation fatigue. An …