整合偏好之互動式演化計算框架: 以產品概念設計為例

王柳鋐 - 2010 - auir.au.edu.tw
多準則決策(multi-criteria decision making, MCDM) 問題一直是演化式計算(
evolutionarycomputation, EC) 學門的熱門研究問題; 然而以互動式途徑整合偏好以解決多準則 …

[PDF][PDF] Scheme of big-data supported interactive evolutionary computation

G Hao, N Guo, GG Wang, ZJ Zhang… - 2nd International …, 2017 - researchgate.net
On the one hand, for the limitation that a user in Interactive Evolutionary Computation (IEC)
is apt to feel tired during the solutions evaluation, the result of IEC is not so desirable. On the …

智慧型多準則決策支援研究: 以交談式遺傳演算法為基礎的模型

FC Hsu - 2000 - ir.lib.ncu.edu.tw
摘要(中) 由於對決策本質的新體認, 多準則決策(Multiple Criteria Decision Making; MCDM)
方法也因此興起. 從學界關於多準則決策方面的研究文獻中, 可以看到多準則決策方法論還存在 …

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 …

Integrating Problem Analysis and Algorithmic Development in MCDA

T Stewart - … Optimization: 7th International Conference, EMO 2013 …, 2013 - Springer
There are two key features to any MCDA intervention, namely the problem structuring and
preference modelling to ensure that the analysis is directed at solving the right problem …

心理偏好最佳化框架: 針對涉及人類偏好的限制性問題所設計的演化式計算

YS You - 2010 - ntur.lib.ntu.edu.tw
演化式計算(Evolutionary Computations, ECs) 被應用在許多實際問題上.
由於有限的資源及不同的需求, 要解決實際問題, 其中一個困難是限制(Constraints) …

[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 …

The r-dominance: a new dominance relation for interactive evolutionary multicriteria decision making

LB Said, S Bechikh, K Ghédira - IEEE transactions on …, 2010 - ieeexplore.ieee.org
Evolutionary multiobjective optimization (EMO) methodologies have gained popularity in
finding a representative set of Pareto optimal solutions in the past decade and beyond …

Interactive MOEA/D for multi-objective decision making

M Gong, F Liu, W Zhang, L Jiao, Q Zhang - Proceedings of the 13th …, 2011 - dl.acm.org
In this paper, an interactive version of the decomposition based multiobjective evolutionary
algorithm (iMOEA/D) is proposed for interaction between the decision maker (DM) and the …

Decomposition-based interactive evolutionary algorithm for multiple objective optimization

MK Tomczyk, M Kadziński - IEEE Transactions on Evolutionary …, 2019 - ieeexplore.ieee.org
We propose a decomposition-based interactive evolutionary algorithm (EA) for multiple
objective optimization. During an evolutionary search, a decision maker (DM) is asked to …