[PDF][PDF] Scheme of big-data supported interactive evolutionary computation
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 …
is apt to feel tired during the solutions evaluation, the result of IEC is not so desirable. On the …
Interactive (1+ 1) evolutionary strategy with one-fifth success rule
T Sudo, K Ueba, Y Nojima… - 2014 Asia-Pacific …, 2014 - ieeexplore.ieee.org
Incorporation of fitness evaluation by a human user into evolutionary computation is called
interactive evolutionary computation (IEC). Various IEC methods have been studied for …
interactive evolutionary computation (IEC). Various IEC methods have been studied for …
A Proposal for Continuous Evaluation-based Interactive Evolutionary Computation
M Fukumoto, Y Hanada - … of the ISCIE International Symposium on …, 2017 - jstage.jst.go.jp
Abstract Interactive Evolutionary Computation (IEC) is known as an efficient method which
reflects user's subjective preference on media contents. However, user's fatigue caused by …
reflects user's subjective preference on media contents. However, user's fatigue caused by …
User fatigue in interactive evolutionary computation
JR Yan, Y Min - Applied Mechanics and Materials, 2011 - Trans Tech Publ
User fatigue is an important issue in interactive evolutionary computation (IEC). A user's
evaluation will guide the evolution in IEC and a tired user probably misleads the algorithm …
evaluation will guide the evolution in IEC and a tired user probably misleads the algorithm …
[HTML][HTML] Interactive evolutionary computation with minimum fitness evaluation requirement and offline algorithm design
H Ishibuchi, T Sudo, Y Nojima - SpringerPlus, 2016 - Springer
In interactive evolutionary computation (IEC), each solution is evaluated by a human user.
Usually the total number of examined solutions is very small. In some applications such as …
Usually the total number of examined solutions is very small. In some applications such as …
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 …
interesting issue. If the IEC search space is created from the experience or knowledge of …
Interactive evolutionary computation using a Tabu Search algorithm
H Takenouchi, M Tokumaru… - IEICE TRANSACTIONS on …, 2013 - search.ieice.org
We present an Interactive Tabu Search (ITS) algorithm to reduce the evaluation load of
Interactive Evolutionary Computation (IEC) users. Most previous IEC studies used an …
Interactive Evolutionary Computation (IEC) users. Most previous IEC studies used an …