With the improvement of complexity and reliability mechanical equipment, it has been difficult for commonly used variational modal decomposition method vibration signal rotating machinery to meet current practical engineering requirements. In order further improve adaptability, processing efficiency, robustness fault diagnosis methods, a collaborative hybrid element heuristic multiobjective opt...

NSGA methodology discussed in Section 3.1 suffers from three weaknesses: computational complexity, non-elitist approach and the need to specify a sharing parameter. An improved version of NSGA known as NSGA-II, which resolved the above problems and uses elitism to create a diverse Pareto-optimal front, has been subsequently presented (Deb et al 2002). The main features of NSGA-II are low comput...

The selection of global best (Gbest) exerts a high influence on the searching performance multi-objective particle swarm optimization algorithm (MOPSO). candidates MOPSO in external archive are always estimated to select Gbest. However, most estimation methods, considered as Gbest fixed way, which is difficult adapt varying evolutionary requirements for balance between convergence and diversity...

NSGA-II and its contemporary EMO algorithms were found to be vulnerable in solving many-objective optimization problems having four or more objectives. It is not surprising that EMO researchers have been concentrating in developing efficient algorithms for manyobjective optimization problems. Recently, authors suggested an extension of NSGA-II (NSGA-III) which is based on the supply of a set of...

Abstract Water distribution networks require huge investment for construction. Involved people, especially researchers, are always seeking to find a way decreasing costs and achieving an efficient design. One of the main factors network design is selection proper diameters based on deficit flow pressure velocity in network. The reduction construction accomplished by minimizing diameter pipes wh...

In civil engineering, structural optimization seeks an efficient use of material resources and the automatization design process a wide range structures such as frames, bridges, other systems. This work develops novel multiobjective topology to minimize planar trusses' weight strain energy. initial stage, optimized discrete geometry ground structure is generated from continuum space with genera...