G-dominanceNSGA-IIpreference-based multi-objective optimization methodparticle-in-cell simulationTo solve the challenging problem of multi-objective optimization for high-power microwave sources, a specialized preference-based multi-objective optimization method, namely PIC/gNSGA-II, is proposed. ...
Below we summarize the key steps of the thinning process for a rich PF based on a chosen ε value. Algorithm 1. Thin a rich PF based on ε-dominance Step 1: Scale each criterion of PF solutions to [0,1], where 1 corresponds to the best value and 0 to the worst value of all ...
The ultimate leader is the alpha member and generally led the rest of the population while beta and delta members also have dominance over the other members in the population except alpha. In the encircling prey part, the strategy of gray wolves to surround their prey is modeled. In the ...
Moreover, we modify the definition of dominance in order to solve constrained multi-objective problems efficiently. Simulation results of the constrained NSGA-II on a number of test problems, including a five-objective, seven-constraint nonlinear problem, are compared with another constrained multi-...
–Dominance Area Control, ɛ-Dominance, k-Optimality, Grid Dominance, Fuzzy-based Pareto Dominance –FD-NSGA-II, FD-SPEA2 (He & Yen, TEVC, 2013) Decomposition Methods –MOEA/D (Zhang & Li, TEVC, 2007); –NSGA-III (Deb & Jain, TEVC, 2013) Grid Based Approaches –TDEA (Pierro...
The positive value of the Curie–Weiss temperature(s) reflects the dominance of the FM interaction. However the lack of irreversibility in the ZFC/FC M(T) curves and the non-hysteretic behavior of the low-field M(H) curves suggest an antiferromagnetic response of the system, whose magnetic ...