The Multi-objective ITO Algorithms

摘要

The Multi-objective ITO algorithm, which is based on the Ito process and is a new intelligent meta-heuristic algorithm, is proposed in this paper. Two new operators, named excursion (or trend) ratio and volatility ratio, are introduced in this algorithm. Integrated displacement equation of Einsteinian ideal gas huge molecules system to design trend ratio and volatility ratio, the Ito Algorithm can effectively deal with contradictions between the 'exploration' and 'exploitation'. Some famous benchmarks of MOPs are employed to verify the performance of MITO, and comparisons perform to the convergence of MITO, SPEA, and NSGA. The experiments show that the MITO algorithm is simple and effective.