Title :
Searching for machine modularity using explorit
Author :
Parque, Victor ; Kobayashi, Masato ; Higashi, Masatake
Author_Institution :
Toyota Technol. Inst., Nagoya, Japan
Abstract :
Modularity is vital to engineer complex products and machines. We assert that modularity can emerge in the context of desirable structures constrained to life cycle factors; and propose a method to evaluate machine modularity in the context of life cycle optimization. Experiments using explorit, a new and well suited global optimization algorithm, on fve relevant and divergent machine models show that it is possible to obtain tractable modules within the context of life cycle factors.
Keywords :
evolutionary computation; machinery; reliability; explorit optimization algorithm; life cycle factors; life cycle optimization; machine modularity; Conferences; Cybernetics; Manganese;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974319