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Volumn 45, Issue 10, 2015, Pages 2076-2088

Interrelationship-based selection for decomposition multiobjective optimization

Author keywords

Convergence; decomposition; diversity; evolutionary computation; multiobjective optimization

Indexed keywords

EVOLUTIONARY ALGORITHMS;

EID: 84954177671     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2014.2365354     Document Type: Article
Times cited : (161)

References (40)
  • 1
    • 80052573685 scopus 로고    scopus 로고
    • Optimization issues of the broke management system in papermaking
    • A. Ropponen, R. Ritala and E. N. Pistikopoulos, " Optimization issues of the broke management system in papermaking, " Comput. Chem. Eng., vol. 35, no. 11, pp. 2510-2520, 2011.
    • (2011) Comput. Chem. Eng. , vol.35 , Issue.11 , pp. 2510-2520
    • Ropponen, A.1    Ritala, R.2    Pistikopoulos, E.N.3
  • 2
    • 38749140362 scopus 로고    scopus 로고
    • Applications of multi-objective evolutionary algorithms in economics and finance: A survey
    • Sep.
    • M. G. C. Tapia and C. A. C. Coello, " Applications of multi-objective evolutionary algorithms in economics and finance: A survey, " in Proc. IEEE Congr. Evol. Comput. (CEC), Singapore, Sep. 2007, pp. 532-539.
    • (2007) Proc. IEEE Congr. Evol. Comput. (CEC), Singapore , pp. 532-539
    • Tapia, M.G.C.1    Coello, C.A.C.2
  • 3
    • 84862822473 scopus 로고    scopus 로고
    • Reconfiguration of power distribution systems considering reliability and power loss
    • Apr.
    • B. Amanulla, S. Chakrabarti and S. Singh, " Reconfiguration of power distribution systems considering reliability and power loss, " IEEE Trans. Power Del., vol. 27, no. 2, pp. 918-926, Apr. 2012.
    • (2012) IEEE Trans. Power Del. , vol.27 , Issue.2 , pp. 918-926
    • Amanulla, B.1    Chakrabarti, S.2    Singh, S.3
  • 5
    • 34548108555 scopus 로고    scopus 로고
    • MOEA/D: A Multiobjective evolutionary algorithm based on decomposition
    • Dec.
    • Q. Zhang and H. Li, " MOEA/D: A Multiobjective evolutionary algorithm based on decomposition, " IEEE Trans. Evol. Comput., vol. 11, no. 6, pp. 712-731, Dec. 2007.
    • (2007) IEEE Trans. Evol. Comput. , vol.11 , Issue.6 , pp. 712-731
    • Zhang, Q.1    Li, H.2
  • 6
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • Apr.
    • K. Deb, A. Pratap, S. Agarwal and T. Meyarivan, " A fast and elitist multiobjective genetic algorithm: NSGA-II, " IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002.
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 8
    • 84871775257 scopus 로고    scopus 로고
    • Learning paradigm based on jumping genes: A general framework for enhancing exploration in evolutionary multiobjective optimization
    • Mar.
    • K. Li, S. Kwong, R. Wang, K.-S. Tang and K.-F. Man, " Learning paradigm based on jumping genes: A general framework for enhancing exploration in evolutionary multiobjective optimization, " Inf. Sci., vol. 226, pp. 1-22, Mar. 2013.
    • (2013) Inf. Sci. , vol.226 , pp. 1-22
    • Li, K.1    Kwong, S.2    Wang, R.3    Tang, K.-S.4    Man, K.-F.5
  • 9
    • 84906949014 scopus 로고    scopus 로고
    • A general framework for evolutionary multiobjective optimization via manifold learning
    • Dec.
    • K. Li and S. Kwong, " A general framework for evolutionary multiobjective optimization via manifold learning, " Neurocomputing, vol. 146, pp. 65-74, Dec. 2014.
    • (2014) Neurocomputing , vol.146 , pp. 65-74
    • Li, K.1    Kwong, S.2
  • 11
    • 33947669974 scopus 로고    scopus 로고
    • SMS-EMOA: Multiobjective selection based on dominated hypervolume
    • N. Beume, B. Naujoks and M. Emmerich, " SMS-EMOA: Multiobjective selection based on dominated hypervolume, " Eur. J. Oper. Res., vol. 181, no. 3, pp. 1653-1669, 2007.
    • (2007) Eur. J. Oper. Res. , vol.181 , Issue.3 , pp. 1653-1669
    • Beume, N.1    Naujoks, B.2    Emmerich, M.3
  • 13
    • 80055051884 scopus 로고    scopus 로고
    • Achieving balance between proximity and diversity in multi-objective evolutionary algorithm
    • K. Li et al., " Achieving balance between proximity and diversity in multi-objective evolutionary algorithm, " Inf. Sci., vol. 182, no. 1, pp. 220-242, 2012.
    • (2012) Inf. Sci. , vol.182 , Issue.1 , pp. 220-242
    • Li, K.1
  • 14
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach
    • Nov.
    • E. Zitzler and L. Thiele, " Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach, " IEEE Trans. Evol. Comput., vol. 3, no. 4, pp. 257-271, Nov. 1999.
    • (1999) IEEE Trans. Evol. Comput. , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2
  • 16
    • 84901842799 scopus 로고    scopus 로고
    • Decomposition of a multiobjective optimization problem into a number of simple multiobjective subproblems
    • Jun.
    • H.-L. Liu, F. Gu and Q. Zhang, " Decomposition of a multiobjective optimization problem into a number of simple multiobjective subproblems, " IEEE Trans. Evol. Comput., vol. 18, no. 3, pp. 450-455, Jun. 2014.
    • (2014) IEEE Trans. Evol. Comput. , vol.18 , Issue.3 , pp. 450-455
    • Liu, H.-L.1    Gu, F.2    Zhang, Q.3
  • 19
    • 84926357040 scopus 로고    scopus 로고
    • Behavior of multi-objective evolutionary algorithms on many-objective knapsack problems
    • to be published
    • H. Ishibuchi, N. Akedo and Y. Nojima, " Behavior of multi-objective evolutionary algorithms on many-objective knapsack problems, " IEEE Trans. Evol. Comput., 2014, to be published.
    • (2014) IEEE Trans. Evol. Comput.
    • Ishibuchi, H.1    Akedo, N.2    Nojima, Y.3
  • 20
    • 84905581607 scopus 로고    scopus 로고
    • An evolutionary many-objective optimization algorithm using reference-point based non-Dominated sorting approach, part I: Solving problems with box constraints
    • Aug.
    • K. Deb and H. Jain, " An evolutionary many-objective optimization algorithm using reference-point based non-Dominated sorting approach, part I: Solving problems with box constraints, " IEEE Trans. Evol. Comput., vol. 18, no. 4, pp. 577-601, Aug. 2014.
    • (2014) IEEE Trans. Evol. Comput. , vol.18 , Issue.4 , pp. 577-601
    • Deb, K.1    Jain, H.2
  • 21
    • 84887023875 scopus 로고    scopus 로고
    • MOEA/D-ACO: A multiobjective evolutionary algorithm using decomposition and ant colony
    • Dec.
    • L. Ke, Q. Zhang and R. Battiti, " MOEA/D-ACO: A multiobjective evolutionary algorithm using decomposition and ant colony, " IEEE Trans. Cybern., vol. 43, no. 6, pp. 1845-1859, Dec. 2013.
    • (2013) IEEE Trans. Cybern. , vol.43 , Issue.6 , pp. 1845-1859
    • Ke, L.1    Zhang, Q.2    Battiti, R.3
  • 23
    • 67349108023 scopus 로고    scopus 로고
    • Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II
    • Apr.
    • H. Li and Q. Zhang, " Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II, " IEEE Trans. Evol. Comput., vol. 12, no. 2, pp. 284-302, Apr. 2009.
    • (2009) IEEE Trans. Evol. Comput. , vol.12 , Issue.2 , pp. 284-302
    • Li, H.1    Zhang, Q.2
  • 24
    • 80055086054 scopus 로고    scopus 로고
    • An adaptive evolutionary multi-objective approach based on simulated annealing
    • Dec.
    • H. Li and D. Landa-Silva, " An adaptive evolutionary multi-objective approach based on simulated annealing, " Evol. Comput., vol. 19, no. 4, pp. 561-595, Dec. 2011.
    • (2011) Evol. Comput. , vol.19 , Issue.4 , pp. 561-595
    • Li, H.1    Landa-Silva, D.2
  • 26
    • 84906945528 scopus 로고    scopus 로고
    • Stable matching based selection in evolutionary multiobjective optimization
    • to be published
    • K. Li, Q. Zhang, S. Kwong, M. Li and R. Wang, " Stable matching based selection in evolutionary multiobjective optimization, " IEEE Trans. Evol. Comput., 2013, to be published.
    • (2013) IEEE Trans. Evol. Comput.
    • Li, K.1    Zhang, Q.2    Kwong, S.3    Li, M.4    Wang, R.5
  • 27
    • 0003165311 scopus 로고
    • College admissions and the stability of marriage
    • D. Gale and L. S. Shapley, " College admissions and the stability of marriage, " Amer. Math. Monthly, vol. 69, no. 1, pp. 9-15, 1962.
    • (1962) Amer. Math. Monthly , vol.69 , Issue.1 , pp. 9-15
    • Gale, D.1    Shapley, L.S.2
  • 29
    • 0032348480 scopus 로고    scopus 로고
    • Normal-boundary intersection: A new method for generating the Pareto surface in nonlinear multicriteria optimization problems
    • I. Das and J. E. Dennis, " Normal-boundary intersection: A new method for generating the Pareto surface in nonlinear multicriteria optimization problems, " SIAM J. Optim., vol. 8, no. 3, pp. 631-657, 1998.
    • (1998) SIAM J. Optim. , vol.8 , Issue.3 , pp. 631-657
    • Das, I.1    Dennis, J.E.2
  • 32
    • 79952003251 scopus 로고    scopus 로고
    • Differential evolution: A survey of the state-of-The-Art
    • Feb.
    • S. Das and P. N. Suganthan, " Differential evolution: A survey of the state-of-The-Art, " IEEE Trans. Evol. Comput., vol. 15, no. 1, pp. 4-31, Feb. 2011.
    • (2011) IEEE Trans. Evol. Comput. , vol.15 , Issue.1 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 33
    • 0040445957 scopus 로고    scopus 로고
    • A combined genetic adaptive search (GeneAS) for engineering design
    • K. Deb and M. Goyal, " A combined genetic adaptive search (GeneAS) for engineering design, " Comput. Sci. Informat., vol. 26, no. 4, pp. 30-45, 1996.
    • (1996) Comput. Sci. Informat. , vol.26 , Issue.4 , pp. 30-45
    • Deb, K.1    Goyal, M.2
  • 34
    • 33749860403 scopus 로고    scopus 로고
    • A review of multiobjective test problems and a scalable test problem toolkit
    • Oct.
    • S. Huband, P. Hingston, L. Barone and L. While, " A review of multiobjective test problems and a scalable test problem toolkit, " IEEE Trans. Evol. Comput., vol. 10, no. 5, pp. 477-506, Oct. 2006.
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , Issue.5 , pp. 477-506
    • Huband, S.1    Hingston, P.2    Barone, L.3    While, L.4
  • 35
    • 0037936618 scopus 로고    scopus 로고
    • Performance assessment of multiobjective optimizers: An analysis and review
    • Apr.
    • E. Zitzler, L. Thiele, M. Laumanns, C. Fonseca and V. da Fonseca, " Performance assessment of multiobjective optimizers: An analysis and review, " IEEE Trans. Evol. Comput., vol. 7, no. 2, pp. 117-132, Apr. 2003.
    • (2003) IEEE Trans. Evol. Comput. , vol.7 , Issue.2 , pp. 117-132
    • Zitzler, E.1    Thiele, L.2    Laumanns, M.3    Fonseca, C.4    Da Fonseca, V.5
  • 36
    • 0038612858 scopus 로고    scopus 로고
    • The balance between proximity and diversity in multiobjective evolutionary algorithms
    • Apr.
    • P. Bosman and D. Thierens, " The balance between proximity and diversity in multiobjective evolutionary algorithms, " IEEE Trans. Evol. Comput., vol. 7, no. 2, pp. 174-188, Apr. 2003.
    • (2003) IEEE Trans. Evol. Comput. , vol.7 , Issue.2 , pp. 174-188
    • Bosman, P.1    Thierens, D.2
  • 37
    • 84893865972 scopus 로고    scopus 로고
    • Adaptive operator selection with bandits for multiobjective evolutionary algorithm based decomposition
    • Feb.
    • K. Li, A. Fialho, S. Kwong and Q. Zhang, " Adaptive operator selection with bandits for multiobjective evolutionary algorithm based decomposition, " IEEE Trans. Evol. Comput., vol. 18, no. 1, pp. 114-130, Feb. 2014.
    • (2014) IEEE Trans. Evol. Comput. , vol.18 , Issue.1 , pp. 114-130
    • Li, K.1    Fialho, A.2    Kwong, S.3    Zhang, Q.4
  • 38
    • 79951564654 scopus 로고    scopus 로고
    • HypE: An algorithm for fast hypervolume-based many-objective optimization
    • J. Bader and E. Zitzler, " HypE: An algorithm for fast hypervolume-based many-objective optimization, " Evol. Comput., vol. 19, no. 1, pp. 45-76, 2011.
    • (2011) Evol. Comput. , vol.19 , Issue.1 , pp. 45-76
    • Bader, J.1    Zitzler, E.2
  • 39
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of multiobjective evolutionary algorithms: Empirical results
    • E. Zitzler, K. Deb and L. Thiele, " Comparison of multiobjective evolutionary algorithms: Empirical results, " Evol. Comput., vol. 8, no. 2, pp. 173-195, 2000.
    • (2000) Evol. Comput. , vol.8 , Issue.2 , pp. 173-195
    • Zitzler, E.1    Deb, K.2    Thiele, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.