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AUTOMATICA
2005
89views more  AUTOMATICA 2005»
9 years 11 months ago
Instrumental variable methods for closed-loop system identification
In this paper, several instrumental variable (IV) and instrumental variable-related methods for closed-loop system identification are considered and set in an extended IV framewor...
Marion Gilson, Paul M. J. Van den Hof
CEC
2007
IEEE
10 years 1 months ago
Flexibility of design variables to pareto-optimal solutions in multi objective optimization problems
Abstract— In this paper, we propose the concept of the flexibility of design variables to Pareto-optimal solutions in MultiObjective Optimization problems. In addition, we intro...
Tomoyuki Hiroyasu, Shinpei Chino, Mitsunori Miki
ICANN
2001
Springer
10 years 4 months ago
A Computational Intelligence Approach to Optimization with Unknown Objective Functions
In many practical engineering design problems, the form of objective function is not given explicitly in terms of design variables. Given the value of design variables, under this ...
Hirotaka Nakayama, Masao Arakawa, Rie Sasaki
GECCO
2003
Springer
118views Optimization» more  GECCO 2003»
10 years 5 months ago
Distributed Probabilistic Model-Building Genetic Algorithm
In this paper, a new model of Probabilistic Model-Building Genetic Algorithms (PMBGAs), Distributed PMBGA (DPMBGA), is proposed. In the DPMBGA, the correlation among the design var...
Tomoyuki Hiroyasu, Mitsunori Miki, Masaki Sano, Hi...
EMO
2003
Springer
98views Optimization» more  EMO 2003»
10 years 5 months ago
Visualization and Data Mining of Pareto Solutions Using Self-Organizing Map
Self-Organizing Maps (SOMs) have been used to visualize tradeoffs of Pareto solutions in the objective function space for engineering design obtained by Evolutionary Computation. F...
Shigeru Obayashi, Daisuke Sasaki
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