Variable space diversity, crossover and mutation in MOEA solving many-objective knapsack problems

Author:

Sato Hiroyuki,Aguirre Hernán,Tanaka Kiyoshi

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Artificial Intelligence

Reference33 articles.

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2. Hughes, E.J.: Evolutionary many-objective optimisation: many once or one many? In: Proc. of 2005 IEEE Congress on Evolutionary Computation (CEC2005), pp. 222–227 (2005)

3. Aguirre, H., Tanaka, K.: Working principles, behavior, and performance of MOEAs on MNK-landscapes. Eur. J. Oper. Res. 181(3), 1670–1690 (2007)

4. Deb, K., Pratap, A., Agarwal, S., Meyarivan, T.: A fast elitist multi-objective genetic algorithm: NSGA-II. IEEE Trans. Evol. Comput. 6, 182–197 (2002)

5. Zitzler, E., Laumanns, M., Thiele, L.: SPEA2: improving the strength Pareto evolutionary algorithm. TIK-Report, No.103 (2001)

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