-
3
-
-
79960530761
-
Multiobjective-evolutionary algorithms: A survey of the state of the art
-
Zhou, A., Qu, B.-Y., Li, H., Zhao, S.-Z., Suganthan, P.N., Zhang, Q.: Multiobjective-evolutionary algorithms: A survey of the state of the art. Swarm and Evolutionary Computation 1(1), 32-49 (2011)
-
(2011)
Swarm and Evolutionary Computation
, vol.1
, Issue.1
, pp. 32-49
-
-
Zhou, A.1
Qu, B.-Y.2
Li, H.3
Zhao, S.-Z.4
Suganthan, P.N.5
Zhang, Q.6
-
4
-
-
59149098713
-
Rotated problems and rotationally invariant crossover in evolutionary multi-objective optimization
-
Iorio, A.W., Li, X.: Rotated problems and rotationally invariant crossover in evolutionary multi-objective optimization. International Journal of Computational Intelligence and Applications 7(2), 149-186 (2008)
-
(2008)
International Journal of Computational Intelligence and Applications
, vol.7
, Issue.2
, pp. 149-186
-
-
Iorio, A.W.1
Li, X.2
-
5
-
-
40249102027
-
RM-MEDA: A regularity model based multiobjective estimation of distribution algorithm
-
Zhang, Q., Zhou, A., Jin, Y.: RM-MEDA: A regularity model based multiobjective estimation of distribution algorithm. IEEE Transactions on Evolutionary Computation 12(1), 41-63 (2008)
-
(2008)
IEEE Transactions on Evolutionary Computation
, vol.12
, Issue.1
, pp. 41-63
-
-
Zhang, Q.1
Zhou, A.2
Jin, Y.3
-
6
-
-
34548108555
-
MOEA/D: A multiobjective evolutionary algorithm based on decomposition
-
Zhang, Q., Li, H.: MOEA/D: A multiobjective evolutionary algorithm based on decomposition. IEEE Transactions on Evolutionary Computation 11(6), 712-731 (2007)
-
(2007)
IEEE Transactions on Evolutionary Computation
, vol.11
, Issue.6
, pp. 712-731
-
-
Zhang, Q.1
Li, H.2
-
7
-
-
67349108023
-
Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II
-
Li, H., Zhang, Q.: Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II. IEEE Transactions on Evolutionary Computation 13(2), 284-302 (2009)
-
(2009)
IEEE Transactions on Evolutionary Computation
, vol.13
, Issue.2
, pp. 284-302
-
-
Li, H.1
Zhang, Q.2
-
8
-
-
55749093959
-
Combination of EDA and de for continuous biobjective optimization
-
Zhou, A., Zhang, Q., Jin, Y., Sendhoff, B.: Combination of EDA and DE for continuous biobjective optimization. In: IEEE Congress on Evolutionary Computation (CEC 2008), pp. 1447-1454 (2008)
-
(2008)
IEEE Congress on Evolutionary Computation (CEC 2008)
, pp. 1447-1454
-
-
Zhou, A.1
Zhang, Q.2
Jin, Y.3
Sendhoff, B.4
-
11
-
-
0000852513
-
Multiobjective optimization using nondominated sorting in genetic algorithms
-
Srinivas, N., Deb, K.: Multiobjective optimization using nondominated sorting in genetic algorithms. Evolutionary Computation 2(3), 221-248 (1994)
-
(1994)
Evolutionary Computation
, vol.2
, Issue.3
, pp. 221-248
-
-
Srinivas, N.1
Deb, K.2
-
13
-
-
0033318858
-
Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach
-
Zitzler, E., Thiele, L.: Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach. IEEE Transactions on Evolutionary Computation 3(4), 257-271 (1999)
-
(1999)
IEEE Transactions on Evolutionary Computation
, vol.3
, Issue.4
, pp. 257-271
-
-
Zitzler, E.1
Thiele, L.2
-
14
-
-
2942547409
-
SPEA2: Improving the strength Pareto evolutionary algorithm for multiobjective optimization
-
Zitzler, E., Laumanns, M., Thiele, L.: SPEA2: Improving the strength Pareto evolutionary algorithm for multiobjective optimization. In: Evolutionary Methods for Design, Optimisation and Control, pp. 95-100 (2002)
-
(2002)
Evolutionary Methods for Design, Optimisation and Control
, pp. 95-100
-
-
Zitzler, E.1
Laumanns, M.2
Thiele, L.3
-
15
-
-
0028585530
-
A niched Pareto genetic algorithm for multiobjective optimization
-
Horn, J., Nafpliotis, N., Goldberg, D.E.: A niched Pareto genetic algorithm for multiobjective optimization. In: Proceedings of the First IEEE Conference on Evolutionary Computation, vol. 1, pp. 82-87 (1994)
-
(1994)
Proceedings of the First IEEE Conference on Evolutionary Computation
, vol.1
, pp. 82-87
-
-
Horn, J.1
Nafpliotis, N.2
Goldberg, D.E.3
-
16
-
-
0036530772
-
A fast and elitist multiobjective genetic algorithm: NSGA-II
-
Deb, K., Pratap, A., Agarwal, S., Meyarivan, T.: A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation 6(2), 182-197 (2002)
-
(2002)
IEEE Transactions on Evolutionary Computation
, vol.6
, Issue.2
, pp. 182-197
-
-
Deb, K.1
Pratap, A.2
Agarwal, S.3
Meyarivan, T.4
-
17
-
-
0034199912
-
Approximating the nondominated front using the Pareto archived evolution strategy
-
Knowles, J.D., Corne, D.W.: Approximating the nondominated front using the Pareto archived evolution strategy. Evolutionary Computation 8(2), 149-172 (2000)
-
(2000)
Evolutionary Computation
, vol.8
, Issue.2
, pp. 149-172
-
-
Knowles, J.D.1
Corne, D.W.2
-
18
-
-
0005871804
-
PESA-II: Region-based selection in evolutionary multiobjective optimization
-
Corne, D.W., Jerram, N.R., Knowles, J.D., Oates, M.J.: PESA-II: Region-based selection in evolutionary multiobjective optimization. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2001), pp. 283-290 (2001)
-
(2001)
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2001)
, pp. 283-290
-
-
Corne, D.W.1
Jerram, N.R.2
Knowles, J.D.3
Oates, M.J.4
-
19
-
-
0037803437
-
Dynamic multiobjective evolutionary algorithm: Adaptive cell-based rank and density estimation
-
Yen, G.G., Lu, H.: Dynamic multiobjective evolutionary algorithm: Adaptive cell-based rank and density estimation. IEEE Transactions on Evolutionary Computation 7(3), 253-274 (2003)
-
(2003)
IEEE Transactions on Evolutionary Computation
, vol.7
, Issue.3
, pp. 253-274
-
-
Yen, G.G.1
Lu, H.2
-
20
-
-
3142756516
-
Handling multiple objectives with particle swarm optimization
-
Coello Coello, C.A., Pulido, G.T., Lechuga, M.S.: Handling multiple objectives with particle swarm optimization. IEEE Transactions on Evolutionary Computation 8(3), 256-279 (2004)
-
(2004)
IEEE Transactions on Evolutionary Computation
, vol.8
, Issue.3
, pp. 256-279
-
-
Coello Coello, C.A.1
Pulido, G.T.2
Lechuga, M.S.3
-
21
-
-
0036715683
-
Combining convergence and diversity in evolutionary multiobjective optimization
-
Laumanns, M., Thiele, L., Deb, K., Zitzler, E.: Combining convergence and diversity in evolutionary multiobjective optimization. Evolutionary Computation 10(3), 263-282 (2002)
-
(2002)
Evolutionary Computation
, vol.10
, Issue.3
, pp. 263-282
-
-
Laumanns, M.1
Thiele, L.2
Deb, K.3
Zitzler, E.4
-
22
-
-
35248897594
-
The Measure of Pareto Optima Applications to Multi-objective Metaheuristics
-
Fonseca, C.M., Fleming, P.J., Zitzler, E., Deb, K., Thiele, L. (eds.) EMO 2003. Springer, Heidelberg
-
Fleischer, M.: The Measure of Pareto Optima Applications to Multi-objective Metaheuristics. In: Fonseca, C.M., Fleming, P.J., Zitzler, E., Deb, K., Thiele, L. (eds.) EMO 2003. LNCS, vol. 2632, pp. 519-533. Springer, Heidelberg (2003)
-
(2003)
LNCS
, vol.2632
, pp. 519-533
-
-
Fleischer, M.1
-
23
-
-
84878545782
-
Multiobjective Optimization Using Evolutionary Algorithms - A Comparative Case Study
-
Parallel Problems Solving from Nature - PPSN V
-
Zitzler, E., Thiele, L.: Multiobjective Optimization Using Evolutionary Algorithms - A Comparative Case Study. In: Eiben, A.E., Bäck, T., Schoenauer, M., Schwefel, H.-P. (eds.) PPSN V. LNCS, vol. 1498, pp. 292-304. Springer, Heidelberg (1998) (Pubitemid 128145960)
-
(1998)
LECTURE NOTES in COMPUTER SCIENCE
, Issue.1498
, pp. 292-304
-
-
Zitzler, E.1
Thiele, L.2
-
24
-
-
24344467352
-
An evolution strategy with probabilistic mutation for multi-objective optimisation
-
Huband, S., Hingston, P., White, L., Barone, L.: An evolution strategy with probabilistic mutation for multi-objective optimisation. In: IEEE Congress on Evolutionary Computation (CEC 2003), pp. 2284-2291 (2003)
-
(2003)
IEEE Congress on Evolutionary Computation (CEC 2003)
, pp. 2284-2291
-
-
Huband, S.1
Hingston, P.2
White, L.3
Barone, L.4
-
25
-
-
35048846146
-
Indicator-Based Selection in Multiobjective Search
-
Yao, X., Burke, E.K., Lozano, J.A., Smith, J., Merelo-Guervós, J.J., Bullinaria, J.A., Rowe, J.E., Tiňo, P., Kabán, A., Schwefel, H.-P. (eds.) PPSN VIII. Springer, Heidelberg
-
Zitzler, E., Künzli, S.: Indicator-Based Selection in Multiobjective Search. In: Yao, X., Burke, E.K., Lozano, J.A., Smith, J., Merelo- Guervós, J.J., Bullinaria, J.A., Rowe, J.E., Tiňo, P., Kabán, A., Schwefel, H.-P. (eds.) PPSN VIII. LNCS, vol. 3242, pp. 832-842. Springer, Heidelberg (2004)
-
(2004)
LNCS
, vol.3242
, pp. 832-842
-
-
Zitzler, E.1
Künzli, S.2
-
26
-
-
24344489452
-
An EMO algorithm using the hypervolume measure as selection criterion
-
Evolutionary Multi-Criterion Optimization - Third International Conference, EMO 2005
-
Emmerich, M., Beume, N., Naujoks, B.: An EMO Algorithm Using the Hypervolume Measure as Selection Criterion. In: Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.) EMO 2005. LNCS, vol. 3410, pp. 62-76. Springer, Heidelberg (2005) (Pubitemid 41251756)
-
(2005)
Lecture Notes in Computer Science
, vol.3410
, pp. 62-76
-
-
Emmerich, M.1
Beume, N.2
Naujoks, B.3
-
27
-
-
27144464847
-
Multi-objective optimisation using smetric selection: Application to three-dimensional solution spaces
-
Naujoks, B., Beume, N., Emmerich, M.: Multi-objective optimisation using smetric selection: Application to three-dimensional solution spaces. In: IEEE Congress on Evolutionary Computation (CEC 2005), vol. 2, pp. 1282-1289 (2005)
-
(2005)
IEEE Congress on Evolutionary Computation (CEC 2005)
, vol.2
, pp. 1282-1289
-
-
Naujoks, B.1
Beume, N.2
Emmerich, M.3
-
29
-
-
34248143032
-
Covariance matrix adaptation for multi-objective optimization
-
Igel, C., Hansen, N., Roth, S.: Covariance matrix adaptation for multi-objective optimization. Evolutioanry Computation 15(1), 1-28 (2007)
-
(2007)
Evolutioanry Computation
, vol.15
, Issue.1
, pp. 1-28
-
-
Igel, C.1
Hansen, N.2
Roth, S.3
-
30
-
-
79951564654
-
HypE: An algorithm for fast hypervolume-based many-objective optimization
-
Bader, J., Zitzler, E.: HypE: An algorithm for fast hypervolume-based many-objective optimization. Evolutionary Computation 19(1), 45-76 (2011)
-
(2011)
Evolutionary Computation
, vol.19
, Issue.1
, pp. 45-76
-
-
Bader, J.1
Zitzler, E.2
-
31
-
-
84875515228
-
A fast dimension-sweep algorithm for the hypervolume indicator in four dimensions
-
Guerreiro, A.P., Fonseca, C.M., Emmerich, M.T.M.: A fast dimension-sweep algorithm for the hypervolume indicator in four dimensions. In: Proceedings of the 24th Canadian Conference on Computational Geometry (CCCG 2012), pp. 77-82 (2012)
-
(2012)
Proceedings of the 24th Canadian Conference on Computational Geometry (CCCG 2012)
, pp. 77-82
-
-
Guerreiro, A.P.1
Fonseca, C.M.2
Emmerich, M.T.M.3
-
32
-
-
84983112792
-
Multiobjective optimization using adaptive range genetic algorithms with data envelopment analysis
-
AIAA
-
Arakawa, M., Hagiwara, I., Nakayama, H., Yamakawa, H.: Multiobjective optimization using adaptive range genetic algorithms with data envelopment analysis. In: 7th Symposium on Multidisciplinary Analysis and Optimization, pp. 2074-2082. AIAA (1998)
-
(1998)
7th Symposium on Multidisciplinary Analysis and Optimization
, pp. 2074-2082
-
-
Arakawa, M.1
Hagiwara, I.2
Nakayama, H.3
Yamakawa, H.4
-
33
-
-
4344656842
-
Fitness evaluation using generalized data envelopment analysis in MOGA
-
Yun, Y., Nakayama, H., Arakawa, M.: Fitness evaluation using generalized data envelopment analysis in MOGA. In: IEEE Congress on Evolutionary Computation (CEC 2004), pp. 464-471 (2004)
-
(2004)
IEEE Congress on Evolutionary Computation (CEC 2004)
, pp. 464-471
-
-
Yun, Y.1
Nakayama, H.2
Arakawa, M.3
-
34
-
-
34548076931
-
Guided hyperplane evolutionary algorithm
-
Rotar, C., Dumitrescu, D., Lung, R.: Guided hyperplane evolutionary algorithm. In: Proceedings of the Conference on Genetic and Evolutionary Computation (GECCO 2007), pp. 884-891 (2007)
-
(2007)
Proceedings of the Conference on Genetic and Evolutionary Computation (GECCO 2007)
, pp. 884-891
-
-
Rotar, C.1
Dumitrescu, D.2
Lung, R.3
-
38
-
-
70349855195
-
Approximating the set of Pareto-optimal solutions in both the decision and objective spaces by an estimation of distribution algorithm
-
Zhou, A., Zhang, Q., Jin, Y.: Approximating the set of Pareto-optimal solutions in both the decision and objective spaces by an estimation of distribution algorithm. IEEE Transactions on Evolutionary Computation 13(5), 1167-1189 (2009)
-
(2009)
IEEE Transactions on Evolutionary Computation
, vol.13
, Issue.5
, pp. 1167-1189
-
-
Zhou, A.1
Zhang, Q.2
Jin, Y.3
-
39
-
-
84864615370
-
Using the averaged hausdorff distance as a performance measure in evolutionary multiobjective optimization
-
Schütze, O., Esquivel, X., Lara, A., Coello Coello, C.A.: Using the averaged hausdorff distance as a performance measure in evolutionary multiobjective optimization. IEEE Transactions on Evolutionary Computation Evolutionary Computation 16(4), 504-522 (2012)
-
(2012)
IEEE Transactions on Evolutionary Computation Evolutionary Computation
, vol.16
, Issue.4
, pp. 504-522
-
-
Schütze, O.1
Esquivel, X.2
Lara, A.3
Coello Coello, C.A.4
|