A T-cell algorithm for solving dynamic optimization problems

作者：Aragon Victoria S^*; Esquivel Susana C; Coello Coello Carlos A

来源：Information Sciences, 2011, 181(17): 3614-3637.

DOI：10.1016/j.ins.2011.04.028

• Artificial immune systems
• Dynamic optimization
• Metaheuristics

In this paper, a metaheuristic inspired on the T-Cell model of the immune system (i.e., an artificial immune system) is introduced. The proposed approach (called DTC, for Dynamic T-Cell) is used to solve dynamic optimization problems, and is validated using test problems taken from the specialized literature on dynamic optimization. Results are compared with respect to artificial immune approaches representative of the state-of-the-art in the area. Some statistical analyses are also performed, in order to determine the sensitivity of the proposed approach to its parameters.

• 出版日期2011-9-1