TY - GEN
T1 - Evaluation of hybrid optimization with EMO and IEC for architectural floor planning
AU - Inoue, Makoto
AU - Unehara, Muneyuki
AU - Yamada, Koichi
AU - Hiramoto, Megumu
AU - Takagi, Hideyuki
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/2/18
Y1 - 2014/2/18
N2 - We investigate the combinatorial effect of evolutionary multi-objective optimization (EMO) with interactive evolutionary computation (IEC). The purposes and combination ways of several presented EMO and IEC researches are different. We evaluated seven combination ways of four EMO objectives given by fitness functions and one IEC objective given by a pseudo-IEC user outputting stable evaluation regardless repeated experiments in our previous experiments. In this paper, we extend experimental conditions to 39 and evaluate them: 3 pseudo-users X 13 combination ways of 4 + 1 objectives. We also consider features of this system.
AB - We investigate the combinatorial effect of evolutionary multi-objective optimization (EMO) with interactive evolutionary computation (IEC). The purposes and combination ways of several presented EMO and IEC researches are different. We evaluated seven combination ways of four EMO objectives given by fitness functions and one IEC objective given by a pseudo-IEC user outputting stable evaluation regardless repeated experiments in our previous experiments. In this paper, we extend experimental conditions to 39 and evaluate them: 3 pseudo-users X 13 combination ways of 4 + 1 objectives. We also consider features of this system.
KW - architectural planning
KW - evolutionary multi-objective optimization
KW - interactive evolutionary computation
KW - soft computing
UR - https://www.scopus.com/pages/publications/84946530946
UR - https://www.scopus.com/pages/publications/84946530946#tab=citedBy
U2 - 10.1109/SCIS-ISIS.2014.7044784
DO - 10.1109/SCIS-ISIS.2014.7044784
M3 - Conference contribution
AN - SCOPUS:84946530946
T3 - 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014
SP - 54
EP - 61
BT - 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems, SCIS 2014 and 15th International Symposium on Advanced Intelligent Systems, ISIS 2014
Y2 - 3 December 2014 through 6 December 2014
ER -