-
1
-
-
84901463314
-
Differential Evolution for Multi-Objective Optimization
-
Canberra, Australia, December, IEEE Computer Society Press, Los Alamitos
-
Babu, B.V., Jehan, M.M.L.: Differential Evolution for Multi-Objective Optimization. In: Proceedings of the 2003 Congress on Evolutionary Computation (CEC2003), Canberra, Australia, December 2003, vol. 4, pp. 2696-2703. IEEE Computer Society Press, Los Alamitos (2003)
-
(2003)
Proceedings of the 2003 Congress on Evolutionary Computation (CEC2003)
, vol.4
, pp. 2696-2703
-
-
Babu, B.V.1
Jehan, M.M.L.2
-
2
-
-
0003602231
-
-
Oxford University Press, Oxford
-
Back, T., Fogel, D., Michalewicz, Z.: Handbook of Evolutionary Computation. Oxford University Press, Oxford (1997)
-
(1997)
Handbook of Evolutionary Computation
-
-
Back, T.1
Fogel, D.2
Michalewicz, Z.3
-
3
-
-
0034863660
-
Multiobjective genetic programming: Reducing bloat using spea2
-
Bleuler, S., Brack, M., Zitzler, E.: Multiobjective genetic programming: Reducing bloat using spea2. In: Proceedings of the 2001 Congress on Evolutionary Computation, pp. 536-543 (2001)
-
(2001)
Proceedings of the 2001 Congress on Evolutionary Computation
, pp. 536-543
-
-
Bleuler, S.1
Brack, M.2
Zitzler, E.3
-
4
-
-
33750268348
-
Integrating user preferences into evolutionary multi-objective optimization
-
Jin, Y, ed, Springer, Heidelberg
-
Branke, J., Deb, K.: Integrating user preferences into evolutionary multi-objective optimization. In: Jin, Y. (ed.) Knowledge Incorporation in Evolutionary Computation, pp. 461-477. Springer, Heidelberg (2004)
-
(2004)
Knowledge Incorporation in Evolutionary Computation
, pp. 461-477
-
-
Branke, J.1
Deb, K.2
-
5
-
-
35048874287
-
-
Branke, J., Deb, K., Dierolf, H., Osswald, M.: Finding knees in multi-objective optimization. In: Yao, X., Burke, E.K., Lozano, J.A., Smith, J., Merelo-Guervós, J.J., Bullinaria, J.A., Rowe, J.E., Tino, P., Kabán, A., Schwefel, H.-P. (eds.) PPSN 2004. LNCS, 3242, pp. 722-731. Springer, Heidelberg (2004)
-
Branke, J., Deb, K., Dierolf, H., Osswald, M.: Finding knees in multi-objective optimization. In: Yao, X., Burke, E.K., Lozano, J.A., Smith, J., Merelo-Guervós, J.J., Bullinaria, J.A., Rowe, J.E., Tino, P., Kabán, A., Schwefel, H.-P. (eds.) PPSN 2004. LNCS, vol. 3242, pp. 722-731. Springer, Heidelberg (2004)
-
-
-
-
6
-
-
55749098297
-
Dimensionality Reduction in Multiobjective Optimization: The Minimum Objective Subset Problem
-
Waldmann, K.H, Stocker, U.M, eds, Germany, pp, Springer, Heidelberg
-
Brockhoff, D., Zitzler, E.: Dimensionality Reduction in Multiobjective Optimization: The Minimum Objective Subset Problem. In: Waldmann, K.H., Stocker, U.M. (eds.) Operations Research Proceedings 2006, Saarbücken, Germany, pp. 423-429. Springer, Heidelberg (2007)
-
(2007)
Operations Research Proceedings 2006, Saarbücken
, pp. 423-429
-
-
Brockhoff, D.1
Zitzler, E.2
-
7
-
-
85041126163
-
Treating objectives as constraints for single objective optimization
-
Coello Coello, C.A.: Treating objectives as constraints for single objective optimization. Engineering Optimization 32(3), 275-308 (2000)
-
(2000)
Engineering Optimization
, vol.32
, Issue.3
, pp. 275-308
-
-
Coello Coello, C.A.1
-
8
-
-
84901438927
-
-
Coello Coello, C.A., Lechuga, M.S.: MOPSO: A Proposal for Multiple Objective Particle Swarm Optimization. In: Congress on Evolutionary Computation (CEC'2002), May 2002, 2, pp. 1051-1056. IEEE Service Center, Piscataway (2002)
-
Coello Coello, C.A., Lechuga, M.S.: MOPSO: A Proposal for Multiple Objective Particle Swarm Optimization. In: Congress on Evolutionary Computation (CEC'2002), May 2002, vol. 2, pp. 1051-1056. IEEE Service Center, Piscataway (2002)
-
-
-
-
9
-
-
1842491645
-
A micro-genetic algorithm for multi-objective optimization
-
Technical Report Lania-RI-2000-06, Laboratoria Nacional de Informatica Avanzada, Xalapa, Veracruz, Mexico
-
Coello Coello, C.A., Toscano, G.: A micro-genetic algorithm for multi-objective optimization. Technical Report Lania-RI-2000-06, Laboratoria Nacional de Informatica Avanzada, Xalapa, Veracruz, Mexico (2000)
-
(2000)
-
-
Coello Coello, C.A.1
Toscano, G.2
-
10
-
-
0003738367
-
-
Kluwer Academic Publishers, Boston
-
Coello, C.A.C., VanVeldhuizen, D.A., Lamont, G.: Evolutionary Algorithms for Solving Multi-Objective Problems. Kluwer Academic Publishers, Boston (2002)
-
(2002)
Evolutionary Algorithms for Solving Multi-Objective Problems
-
-
Coello, C.A.C.1
VanVeldhuizen, D.A.2
Lamont, G.3
-
11
-
-
57049161046
-
-
Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.): EMO 2005. LNCS, 3410. Springer, Heidelberg (2005)
-
Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.): EMO 2005. LNCS, vol. 3410. Springer, Heidelberg (2005)
-
-
-
-
13
-
-
84947923627
-
-
Corne, D.W., Knowles, J.D., Oates, M.: The Pareto envelope-based selection algorithm for multiobjective optimization. In: Deb, K., Rudolph, G., Lutton, E., Merelo, J.J., Schoenauer, M., Schwefel, H.-P., Yao, X. (eds.) PPSN 2000. LNCS, 1917, pp. 839-848. Springer, Heidelberg (2000)
-
Corne, D.W., Knowles, J.D., Oates, M.: The Pareto envelope-based selection algorithm for multiobjective optimization. In: Deb, K., Rudolph, G., Lutton, E., Merelo, J.J., Schoenauer, M., Schwefel, H.-P., Yao, X. (eds.) PPSN 2000. LNCS, vol. 1917, pp. 839-848. Springer, Heidelberg (2000)
-
-
-
-
14
-
-
0005871804
-
PESA-II: Region-based selection in evolutionary multiobjective optimization
-
Morgan Kaufmann, San Francisco
-
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. Morgan Kaufmann, San Francisco (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
-
15
-
-
0033728969
-
Optimal multi-objective low-thurst spacecraft trajectories
-
Coverstone-Carroll, V., Hartmann, J.W., Mason, W.J.: Optimal multi-objective low-thurst spacecraft trajectories. Computer Methods in Applied Mechanics and Engineering 186(2-4), 387-402 (2000)
-
(2000)
Computer Methods in Applied Mechanics and Engineering
, vol.186
, Issue.2-4
, pp. 387-402
-
-
Coverstone-Carroll, V.1
Hartmann, J.W.2
Mason, W.J.3
-
16
-
-
0033312374
-
An introduction to genetic algorithms
-
Deb, K.: An introduction to genetic algorithms. Sādhanā 24(4), 293-315 (1999a)
-
(1999)
Sādhanā
, vol.24
, Issue.4
, pp. 293-315
-
-
Deb, K.1
-
17
-
-
0033185714
-
Multi-objective genetic algorithms: Problem difficulties and construction of test problems
-
Deb, K.: Multi-objective genetic algorithms: Problem difficulties and construction of test problems. Evolutionary Computation Journal 7(3), 205-230 (1999b)
-
(1999)
Evolutionary Computation Journal
, vol.7
, Issue.3
, pp. 205-230
-
-
Deb, K.1
-
20
-
-
24344452538
-
-
Deb, K., Gupta, H.: Searching for robust pareto-optimal solutions in multi-objective optimization. In: Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.) EMO 2005. LNCS, 3410, pp. 150-164. Springer, Heidelberg (2005)
-
Deb, K., Gupta, H.: Searching for robust pareto-optimal solutions in multi-objective optimization. In: Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.) EMO 2005. LNCS, vol. 3410, pp. 150-164. Springer, Heidelberg (2005)
-
-
-
-
21
-
-
34548078735
-
Interactive evolutionary multi-objective optimization and decision-making using reference direction method
-
ACM, New York
-
Deb, K., Kumar, A.: Interactive evolutionary multi-objective optimization and decision-making using reference direction method. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2007), pp. 781-788. ACM, New York (2007a)
-
(2007)
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2007)
, pp. 781-788
-
-
Deb, K.1
Kumar, A.2
-
23
-
-
34548088235
-
Searching for pareto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems
-
Deb, K., Saxena, D.: Searching for pareto-optimal solutions through dimensionality reduction for certain large-dimensional multi-objective optimization problems. In: Proceedings of the World Congress on Computational Intelligence (WCCI-2006), pp. 3352-3360 (2006)
-
(2006)
Proceedings of the World Congress on Computational Intelligence (WCCI-2006)
, pp. 3352-3360
-
-
Deb, K.1
Saxena, D.2
-
25
-
-
34848886877
-
Omni-optimizer: A generic evolutionary algorithm for global optimization
-
Deb, K., Tiwari, S.: Omni-optimizer: A generic evolutionary algorithm for global optimization. European Journal of Operational Research (EJOR) 185(3), 1062-1087 (2008)
-
(2008)
European Journal of Operational Research (EJOR)
, vol.185
, Issue.3
, pp. 1062-1087
-
-
Deb, K.1
Tiwari, S.2
-
26
-
-
84931462011
-
-
Deb, K., Pratap, A., Meyarivan, T.: Constrained test problems for multi-objective evolutionary optimization. In: Zitzler, E., Deb, K., Thiele, L., Coello Coello, C.A., Corne, D.W. (eds.) EMO 2001. LNCS, 1993, pp. 284-298. Springer, Heidelberg (2001)
-
Deb, K., Pratap, A., Meyarivan, T.: Constrained test problems for multi-objective evolutionary optimization. In: Zitzler, E., Deb, K., Thiele, L., Coello Coello, C.A., Corne, D.W. (eds.) EMO 2001. LNCS, vol. 1993, pp. 284-298. Springer, Heidelberg (2001)
-
-
-
-
27
-
-
0036885602
-
A computationally efficient evolutionary algorithm for real-parameter optimization
-
Deb, K., Anand, A., Joshi, D.: A computationally efficient evolutionary algorithm for real-parameter optimization. Evolutionary Computation Journal 10(4), 371-395 (2002a)
-
(2002)
Evolutionary Computation Journal
, vol.10
, Issue.4
, pp. 371-395
-
-
Deb, K.1
Anand, A.2
Joshi, D.3
-
28
-
-
0036530772
-
A fast and elitist multi-objective genetic algorithm: NSGA-II
-
Deb, K., Agrawal, S., Pratap, A., Meyarivan, T.: A fast and elitist multi-objective genetic algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation 6(2), 182-197 (2002b)
-
(2002)
IEEE Transactions on Evolutionary Computation
, vol.6
, Issue.2
, pp. 182-197
-
-
Deb, K.1
Agrawal, S.2
Pratap, A.3
Meyarivan, T.4
-
29
-
-
84901420886
-
Scalable multi-objective optimization test problems
-
Deb, K., Thiele, L., Laumanns, M., Zitzler, E.: Scalable multi-objective optimization test problems. In: Proceedings of the Congress on Evolutionary Computation (CEC-2002), pp. 825-830 (2002c)
-
(2002)
Proceedings of the Congress on Evolutionary Computation (CEC-2002)
, pp. 825-830
-
-
Deb, K.1
Thiele, L.2
Laumanns, M.3
Zitzler, E.4
-
30
-
-
0042655413
-
Optimal scheduling of casting sequence using genetic algorithms
-
Deb, K., Reddy, A.R., Singh, G.: Optimal scheduling of casting sequence using genetic algorithms. Journal of Materials and Manufacturing Processes 18(3), 409-432 (2003a)
-
(2003)
Journal of Materials and Manufacturing Processes
, vol.18
, Issue.3
, pp. 409-432
-
-
Deb, K.1
Reddy, A.R.2
Singh, G.3
-
31
-
-
33947670047
-
-
Deb, K., Mohan, R.S., Mishra, S.K.: Towards a quick computation of well-spread pareto-optimal solutions. In: Fonseca, C.M., Fleming, P.J., Zitzler, E., Deb, K., Thiele, L. (eds.) EMO 2003. LNCS, 2632, pp. 222-236. Springer, Heidelberg (2003b)
-
Deb, K., Mohan, R.S., Mishra, S.K.: Towards a quick computation of well-spread pareto-optimal solutions. In: Fonseca, C.M., Fleming, P.J., Zitzler, E., Deb, K., Thiele, L. (eds.) EMO 2003. LNCS, vol. 2632, pp. 222-236. Springer, Heidelberg (2003b)
-
-
-
-
32
-
-
33745917564
-
Scalable test problems for evolutionary multi-objective optimization
-
Abraham, A, Jain, L, Goldberg, R, eds, Springer, London
-
Deb, K., Thiele, L., Laumanns, M., Zitzler, E.: Scalable test problems for evolutionary multi-objective optimization. In: Abraham, A., Jain, L., Goldberg, R. (eds.) Evolutionary Multiobjective Optimization, pp. 105-145. Springer, London (2005)
-
(2005)
Evolutionary Multiobjective Optimization
, pp. 105-145
-
-
Deb, K.1
Thiele, L.2
Laumanns, M.3
Zitzler, E.4
-
33
-
-
33750254292
-
Multi-objective test problems, linkages and evolutionary methodologies
-
ACM, New York
-
Deb, K., Sinha, A., Kukkonen, S.: Multi-objective test problems, linkages and evolutionary methodologies. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2006), pp. 1141-1148. ACM, New York (2006a)
-
(2006)
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2006)
, pp. 1141-1148
-
-
Deb, K.1
Sinha, A.2
Kukkonen, S.3
-
34
-
-
34548069243
-
Reference point based multi-objective optimization using evolutionary algorithms
-
Deb, K., Sundar, J., Uday, N., Chaudhuri, S.: Reference point based multi-objective optimization using evolutionary algorithms. International Journal of Computational Intelligence Research (IJCIR) 2(6), 273-286 (2006b)
-
(2006)
International Journal of Computational Intelligence Research (IJCIR)
, vol.2
, Issue.6
, pp. 273-286
-
-
Deb, K.1
Sundar, J.2
Uday, N.3
Chaudhuri, S.4
-
35
-
-
34548106192
-
-
Deb, K., Padmanabhan, D., Gupta, S., Mall, A.K.: Reliability-based multi-objective optimization using evolutionary algorithms. In: Obayashi, S., Deb, K., Poloni, C., Hiroyasu, T., Murata, T. (eds.) EMO 2007. LNCS, 4403, pp. 66-80. Springer, Heidelberg (2007)
-
Deb, K., Padmanabhan, D., Gupta, S., Mall, A.K.: Reliability-based multi-objective optimization using evolutionary algorithms. In: Obayashi, S., Deb, K., Poloni, C., Hiroyasu, T., Murata, T. (eds.) EMO 2007. LNCS, vol. 4403, pp. 66-80. Springer, Heidelberg (2007)
-
-
-
-
36
-
-
57049084189
-
Finding trade-off solutions close to KKT points using evolutionary multi-objective optimisation
-
Singapore, pp
-
Deb, K., Tiwari, R., Dixit, M., Dutta, J.: Finding trade-off solutions close to KKT points using evolutionary multi-objective optimisation. In: Proceedings of the Congress on Evolutionary Computation (CEC-2007), Singapore, pp. 2109-2116 (2007)
-
(2007)
Proceedings of the Congress on Evolutionary Computation (CEC-2007)
, pp. 2109-2116
-
-
Deb, K.1
Tiwari, R.2
Dixit, M.3
Dutta, J.4
-
37
-
-
0003806013
-
-
Wiley, New York
-
Fogel, L.J., Owens, A.J., Walsh, M.J.: Artificial Intelligence Through Simulated Evolution. Wiley, New York (1966)
-
(1966)
Artificial Intelligence Through Simulated Evolution
-
-
Fogel, L.J.1
Owens, A.J.2
Walsh, M.J.3
-
38
-
-
57049149806
-
-
Fonseca, C.M., Fleming, P.J., Zitzler, E., Deb, K., Thiele, L. (eds.): EMO 2003. LNCS, 2632. Springer, Heidelberg (2003)
-
Fonseca, C.M., Fleming, P.J., Zitzler, E., Deb, K., Thiele, L. (eds.): EMO 2003. LNCS, vol. 2632. Springer, Heidelberg (2003)
-
-
-
-
39
-
-
0001953837
-
Genetic algorithms for multiobjective optimization: Formulation, discussion, and generalization
-
Fonseca, C.M., Fleming, P.J.: Genetic algorithms for multiobjective optimization: Formulation, discussion, and generalization. In: Proceedings of the Fifth International Conference on Genetic Algorithms, pp. 416-423 (1993)
-
(1993)
Proceedings of the Fifth International Conference on Genetic Algorithms
, pp. 416-423
-
-
Fonseca, C.M.1
Fleming, P.J.2
-
40
-
-
84958962366
-
-
Fonseca, C.M., Fleming, P.J.: On the performance assessment and comparison of stochastic multiobjective optimizers. In: Ebeling, W., Rechenberg, I., Voigt, H.-M., Schwefel, H.-P. (eds.) PPSN 1996. LNCS, 1141, pp. 584-593. Springer, Heidelberg (1996)
-
Fonseca, C.M., Fleming, P.J.: On the performance assessment and comparison of stochastic multiobjective optimizers. In: Ebeling, W., Rechenberg, I., Voigt, H.-M., Schwefel, H.-P. (eds.) PPSN 1996. LNCS, vol. 1141, pp. 584-593. Springer, Heidelberg (1996)
-
-
-
-
41
-
-
24344509547
-
-
Fonseca, C.M., da Fonseca, V.G., Paquete, L.: Exploring the performance of stochastic multiobjective optimisers with the second-order attainment function. In: Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.) EMO 2005. LNCS, 3410, pp. 250-264. Springer, Heidelberg (2005)
-
Fonseca, C.M., da Fonseca, V.G., Paquete, L.: Exploring the performance of stochastic multiobjective optimisers with the second-order attainment function. In: Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.) EMO 2005. LNCS, vol. 3410, pp. 250-264. Springer, Heidelberg (2005)
-
-
-
-
45
-
-
0004596361
-
Toward a better understanding of mixing in genetic algorithms
-
Goldberg, D.E., Deb, K., Thierens, D.: Toward a better understanding of mixing in genetic algorithms. Journal of the Society of Instruments and Control Engineers (SICE) 32(1), 10-16 (1993)
-
(1993)
Journal of the Society of Instruments and Control Engineers (SICE)
, vol.32
, Issue.1
, pp. 10-16
-
-
Goldberg, D.E.1
Deb, K.2
Thierens, D.3
-
46
-
-
0037121184
-
Scheduling continuous casting of aluminum using a multiple objective ant colony optimization metaheuristic
-
Gravel, M., Price, W.L., Gagné, C.: Scheduling continuous casting of aluminum using a multiple objective ant colony optimization metaheuristic. European Journal of Operational Research 143(1), 218-229 (2002)
-
(2002)
European Journal of Operational Research
, vol.143
, Issue.1
, pp. 218-229
-
-
Gravel, M.1
Price, W.L.2
Gagné, C.3
-
48
-
-
0003688852
-
Evaluating the quality of approximations to the non-dominated set
-
Technical Report IMM-REP-1998-7, Institute of Mathematical Modelling, Technical University of Denmark, Lyngby
-
Hansen, M.P., Jaskiewicz, A.: Evaluating the quality of approximations to the non-dominated set. Technical Report IMM-REP-1998-7, Institute of Mathematical Modelling, Technical University of Denmark, Lyngby (1998)
-
(1998)
-
-
Hansen, M.P.1
Jaskiewicz, A.2
-
49
-
-
0032136585
-
Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis
-
Herrera, F., Lozano, M., Verdegay, J.L.: Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis. Artificial Intelligence Review 12(4), 265-319 (1998)
-
(1998)
Artificial Intelligence Review
, vol.12
, Issue.4
, pp. 265-319
-
-
Herrera, F.1
Lozano, M.2
Verdegay, J.L.3
-
50
-
-
0010245750
-
Concerning efficient adaptive systems
-
Yovits, M.C, Jacobi, G.T, Goldstein, G.B, eds, Spartan Press, New York
-
Holland, J.H.: Concerning efficient adaptive systems. In: Yovits, M.C., Jacobi, G.T., Goldstein, G.B. (eds.) Self-Organizing Systems, pp. 215-230. Spartan Press, New York (1962)
-
(1962)
Self-Organizing Systems
, pp. 215-230
-
-
Holland, J.H.1
-
52
-
-
0028585530
-
A niched Pareto genetic algorithm for multi-objective optimization
-
Horn, J., Nafploitis, N., Goldberg, D.E.: A niched Pareto genetic algorithm for multi-objective optimization. In: Proceedings of the First IEEE Conference on Evolutionary Computation, pp. 82-87 (1994)
-
(1994)
Proceedings of the First IEEE Conference on Evolutionary Computation
, pp. 82-87
-
-
Horn, J.1
Nafploitis, N.2
Goldberg, D.E.3
-
53
-
-
24344435210
-
-
Huband, S., Barone, L., While, L., Hingston, P.: A scalable multi-objective test problem toolkit. In: Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.) EMO 2005. LNCS, 3410, pp. 280-295. Springer, Heidelberg (2005)
-
Huband, S., Barone, L., While, L., Hingston, P.: A scalable multi-objective test problem toolkit. In: Coello Coello, C.A., Hernández Aguirre, A., Zitzler, E. (eds.) EMO 2005. LNCS, vol. 3410, pp. 280-295. Springer, Heidelberg (2005)
-
-
-
-
54
-
-
34248143032
-
Covariance matrix adaptation for multi-objective optimization evolutionary computation
-
Igel, C., Hansen, N., Roth, S.: Covariance matrix adaptation for multi-objective optimization evolutionary computation. Evolutionary Computation Journal 15(1), 1-28 (2007)
-
(2007)
Evolutionary Computation Journal
, vol.15
, Issue.1
, pp. 1-28
-
-
Igel, C.1
Hansen, N.2
Roth, S.3
-
56
-
-
0004222346
-
-
Morgan Kaufmann, San Francisco
-
Kennedy, J., Eberhart, R.C., Shi, Y.: Swarm intelligence. Morgan Kaufmann, San Francisco (2001)
-
(2001)
Swarm intelligence
-
-
Kennedy, J.1
Eberhart, R.C.2
Shi, Y.3
-
57
-
-
70349343343
-
-
Springer, Heidelberg
-
Knowles, J., Corne, D., Deb, K.: Multiobjective Problem Solving from Nature. Springer, Heidelberg (2008)
-
(2008)
Multiobjective Problem Solving from Nature
-
-
Knowles, J.1
Corne, D.2
Deb, K.3
-
58
-
-
0034199912
-
Approximating the non-dominated front using the Pareto archived evolution strategy
-
Knowles, J.D., Corne, D.W.: Approximating the non-dominated front using the Pareto archived evolution strategy. Evolutionary Computation Journal 8(2), 149-172 (2000)
-
(2000)
Evolutionary Computation Journal
, vol.8
, Issue.2
, pp. 149-172
-
-
Knowles, J.D.1
Corne, D.W.2
-
60
-
-
0020702686
-
A visual interactive method for solving the multiple criteria problem
-
Korhonen, P., Laakso, J.: A visual interactive method for solving the multiple criteria problem. European Journal of Operational Reseaech 24, 277-287 (1986)
-
(1986)
European Journal of Operational Reseaech
, vol.24
, pp. 277-287
-
-
Korhonen, P.1
Laakso, J.2
-
62
-
-
0016564037
-
On finding the maxima of a set of vectors
-
Kung, H.T., Luccio, F., Preparata, F.P.: On finding the maxima of a set of vectors. Journal of the Association for Computing Machinery 22(4), 469-476 (1975)
-
(1975)
Journal of the Association for Computing Machinery
, vol.22
, Issue.4
, pp. 469-476
-
-
Kung, H.T.1
Luccio, F.2
Preparata, F.P.3
-
63
-
-
0036715683
-
Combining convergence and diversity in evolutionary multi-objective optimization
-
Laumanns, M., Thiele, L., Deb, K., Zitzler, E.: Combining convergence and diversity in evolutionary multi-objective 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
-
65
-
-
46149114624
-
Incorporating preference information in interactive reference point methods for multiobjective optimization
-
Luque, M., Miettinen, K., Eskelinen, P., Ruiz, F.: Incorporating preference information in interactive reference point methods for multiobjective optimization. Omega 37(2), 450-462 (2009)
-
(2009)
Omega
, vol.37
, Issue.2
, pp. 450-462
-
-
Luque, M.1
Miettinen, K.2
Eskelinen, P.3
Ruiz, F.4
-
66
-
-
0035385251
-
An ant colony optimization approach to addessing a JIT sequencing problem with multiple objectives
-
McMullen, P.R.: An ant colony optimization approach to addessing a JIT sequencing problem with multiple objectives. Artificial Intelligence in Engineering 15, 309-317 (2001)
-
(2001)
Artificial Intelligence in Engineering
, vol.15
, pp. 309-317
-
-
McMullen, P.R.1
-
69
-
-
84942162725
-
Strategies for Finding Good Local Guides in Multi-objective Particle Swarm Optimization (MOPSO)
-
Indianapolis, Indiana, USA, April, IEEE Computer Society Press, Los Alamitos
-
Mostaghim, S., Teich, J.: Strategies for Finding Good Local Guides in Multi-objective Particle Swarm Optimization (MOPSO). In: 2003 IEEE Swarm Intelligence Symposium Proceedings, Indianapolis, Indiana, USA, April 2003, pp. 26-33. IEEE Computer Society Press, Los Alamitos (2003)
-
(2003)
2003 IEEE Swarm Intelligence Symposium Proceedings
, pp. 26-33
-
-
Mostaghim, S.1
Teich, J.2
-
71
-
-
57049121343
-
-
Obayashi, S., Deb, K., Poloni, C., Hiroyasu, T., Murata, T. (eds.): EMO 2007. LNCS, 4403. Springer, Heidelberg (2007)
-
Obayashi, S., Deb, K., Poloni, C., Hiroyasu, T., Murata, T. (eds.): EMO 2007. LNCS, vol. 4403. Springer, Heidelberg (2007)
-
-
-
-
72
-
-
35048833865
-
-
Okabe, T., Jin, Y., Olhofer, M., Sendhoff, B.: On test functions for evolutionary multi-objective optimization. In: Yao, X., Burke, E.K., Lozano, J.A., Smith, J., Merelo-Guervós, J.J., Bullinaria, J.A., Rowe, J.E., Tino, P., Kabán, A., Schwefel, H.-P. (eds.) PPSN 2004. LNCS, 3242, pp. 792-802. Springer, Heidelberg (2004)
-
Okabe, T., Jin, Y., Olhofer, M., Sendhoff, B.: On test functions for evolutionary multi-objective optimization. In: Yao, X., Burke, E.K., Lozano, J.A., Smith, J., Merelo-Guervós, J.J., Bullinaria, J.A., Rowe, J.E., Tino, P., Kabán, A., Schwefel, H.-P. (eds.) PPSN 2004. LNCS, vol. 3242, pp. 792-802. Springer, Heidelberg (2004)
-
-
-
-
74
-
-
14644399617
-
-
Springer-Verlag, Berlin
-
Price, K.V., Storn, R., Lampinen, J.: Differential Evolution: A Practical Approach to Global Optimization. Springer-Verlag, Berlin (2005)
-
(2005)
Differential Evolution: A Practical Approach to Global Optimization
-
-
Price, K.V.1
Storn, R.2
Lampinen, J.3
-
79
-
-
0028203106
-
Convergence analysis of canonical genetic algorithms
-
Rudolph, G.: Convergence analysis of canonical genetic algorithms. IEEE Transactions on Neural Network 5(1), 96-101 (1994)
-
(1994)
IEEE Transactions on Neural Network
, vol.5
, Issue.1
, pp. 96-101
-
-
Rudolph, G.1
-
80
-
-
84931404157
-
-
Sasaki, D., Morikawa, M., Obayashi, S., Nakahashi, K.: Aerodynamic shape optimization of supersonic wings by adaptive range multiobjective genetic algorithms. In: Zitzler, E., Deb, K., Thiele, L., Coello Coello, C.A., Corne, D.W. (eds.) EMO 2001. LNCS, 1993, pp. 639-652. Springer, Heidelberg (2001)
-
Sasaki, D., Morikawa, M., Obayashi, S., Nakahashi, K.: Aerodynamic shape optimization of supersonic wings by adaptive range multiobjective genetic algorithms. In: Zitzler, E., Deb, K., Thiele, L., Coello Coello, C.A., Corne, D.W. (eds.) EMO 2001. LNCS, vol. 1993, pp. 639-652. Springer, Heidelberg (2001)
-
-
-
-
81
-
-
0345926581
-
Optimization of multiple target electric propulsion trajectories
-
Paper Number 73-205
-
Sauer, C.G.: Optimization of multiple target electric propulsion trajectories. In: AIAA 11th Aerospace Science Meeting, Paper Number 73-205 (1973)
-
(1973)
AIAA 11th Aerospace Science Meeting
-
-
Sauer, C.G.1
-
83
-
-
11544295689
-
Projekt MHD-Staustrahlrohr: Experimentelle Optimierung einer zweiphasendüse, teil I
-
Technical Report 11.034/68, 35, AEG Forschungsinstitut, Berlin
-
Schwefel, H.-P.: Projekt MHD-Staustrahlrohr: Experimentelle Optimierung einer zweiphasendüse, teil I. Technical Report 11.034/68, 35, AEG Forschungsinstitut, Berlin (1968)
-
(1968)
-
-
Schwefel, H.-P.1
-
85
-
-
0000852513
-
Multi-objective function optimization using non-dominated sorting genetic algorithms
-
Srinivas, N., Deb, K.: Multi-objective function optimization using non-dominated sorting genetic algorithms. Evolutionary Computation Journal 2(3), 221-248 (1994)
-
(1994)
Evolutionary Computation Journal
, vol.2
, Issue.3
, pp. 221-248
-
-
Srinivas, N.1
Deb, K.2
-
86
-
-
0142000477
-
Differential evolution - A fast and efficient heuristic for global optimization over continuous spaces
-
Storn, R., Price, K.: Differential evolution - A fast and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 11, 341-359 (1997)
-
(1997)
Journal of Global Optimization
, vol.11
, pp. 341-359
-
-
Storn, R.1
Price, K.2
-
87
-
-
57049142793
-
-
Thiele, L., Miettinen, K., Korhonen, P., Molina, J.: A preference-based interactive evolutionary algorithm for multiobjective optimization. Technical Report W-412, Helsingin School of Economics, Helsingin Kauppakorkeakoulu, Finland (2007)
-
Thiele, L., Miettinen, K., Korhonen, P., Molina, J.: A preference-based interactive evolutionary algorithm for multiobjective optimization. Technical Report W-412, Helsingin School of Economics, Helsingin Kauppakorkeakoulu, Finland (2007)
-
-
-
-
88
-
-
0003808325
-
Multiobjective evolutionary algorithm research: A history and analysis
-
Technical Report TR-98-03, Department of Electrical and Computer Engineering, Air Force Institute of Technology, Dayton, OH
-
Veldhuizen, D.V., Lamont, G.B.: Multiobjective evolutionary algorithm research: A history and analysis. Technical Report TR-98-03, Department of Electrical and Computer Engineering, Air Force Institute of Technology, Dayton, OH (1998)
-
(1998)
-
-
Veldhuizen, D.V.1
Lamont, G.B.2
-
89
-
-
0034201456
-
Multiobjective evolutionary algorithms: Analyzing the state-of-the-art
-
Veldhuizen, D.V., Lamont, G.B.: Multiobjective evolutionary algorithms: Analyzing the state-of-the-art. Evolutionary Computation Journal 8(2), 125-148 (2000)
-
(2000)
Evolutionary Computation Journal
, vol.8
, Issue.2
, pp. 125-148
-
-
Veldhuizen, D.V.1
Lamont, G.B.2
-
90
-
-
33750276155
-
Implicit parallelism
-
Cant--Paz, E, Foster, J.A, Deb, K, Davis, L, Roy, R, O'Reilly, U.-M, Beyer, H.-G, Kendall, G, Wilson, S.W, Harman, M, Wegener, J, Dasgupta, D, Potter, M.A, Schultz, A, Dowsland, K.A, Jonoska, N, Miller, J, Standish, R.K, eds, GECCO 2003, Springer, Heidelberg
-
Vose, M.D., Wright, A.H., Rowe, J.E.: Implicit parallelism. In: Cant--Paz, E., Foster, J.A., Deb, K., Davis, L., Roy, R., O'Reilly, U.-M., Beyer, H.-G., Kendall, G., Wilson, S.W., Harman, M., Wegener, J., Dasgupta, D., Potter, M.A., Schultz, A., Dowsland, K.A., Jonoska, N., Miller, J., Standish, R.K. (eds.) GECCO 2003. LNCS, vol. 2723, Springer, Heidelberg (2003)
-
(2003)
LNCS
, vol.2723
-
-
Vose, M.D.1
Wright, A.H.2
Rowe, J.E.3
-
91
-
-
0000417016
-
The use of reference objectives in multiobjective optimization
-
Fandel, G, Gal, T, eds, Springer, Berlin
-
Wierzbicki, A.P.: The use of reference objectives in multiobjective optimization. In: Fandel, G., Gal, T. (eds.) Multiple Criteria Decision Making Theory and Applications, pp. 468-486. Springer, Berlin (1980)
-
(1980)
Multiple Criteria Decision Making Theory and Applications
, pp. 468-486
-
-
Wierzbicki, A.P.1
-
92
-
-
35048846146
-
-
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., Tino, P., Kabán, A., Schwefel, H.-P. (eds.) PPSN 2004. LNCS, 3242, pp. 832-842. Springer, Heidelberg (2004)
-
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., Tino, P., Kabán, A., Schwefel, H.-P. (eds.) PPSN 2004. LNCS, vol. 3242, pp. 832-842. Springer, Heidelberg (2004)
-
-
-
-
93
-
-
84878545782
-
-
Zitzler, E., Thiele, L.: Multiobjective optimization using evolutionary algorithms - A comparative case study. In: Eiben, A.E., Back, T., Schoenauer, M., Schwefel, H.-P. (eds.) PPSN 1998. LNCS, 1498, pp. 292-301. Springer, Heidelberg (1998)
-
Zitzler, E., Thiele, L.: Multiobjective optimization using evolutionary algorithms - A comparative case study. In: Eiben, A.E., Back, T., Schoenauer, M., Schwefel, H.-P. (eds.) PPSN 1998. LNCS, vol. 1498, pp. 292-301. Springer, Heidelberg (1998)
-
-
-
-
94
-
-
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
-
95
-
-
4344699771
-
Comparison of multiobjective evolutionary algorithms: Empirical results
-
Zitzler, E., Deb, K., Thiele, L.: Comparison of multiobjective evolutionary algorithms: Empirical results. Evolutionary Computation Journal 8(2), 125-148 (2000)
-
(2000)
Evolutionary Computation Journal
, vol.8
, Issue.2
, pp. 125-148
-
-
Zitzler, E.1
Deb, K.2
Thiele, L.3
-
96
-
-
57049099950
-
-
Zitzler, E., Deb, K., Thiele, L., Coello Coello, C.A., Corne, D.W. (eds.): EMO 2001. LNCS, 1993. Springer, Heidelberg (2001a)
-
Zitzler, E., Deb, K., Thiele, L., Coello Coello, C.A., Corne, D.W. (eds.): EMO 2001. LNCS, vol. 1993. Springer, Heidelberg (2001a)
-
-
-
-
97
-
-
2942547409
-
SPEA2: Improving the strength pareto evolutionary algorithm for multiobjective optimization
-
Giannakoglou, K.C, Tsahalis, D.T, Périaux, J, Papailiou, K.D, Fogarty, T, eds, International Center for Numerical Methods in Engineering Cmine, Athens, Greece
-
Zitzler, E., Laumanns, M., Thiele, L.: SPEA2: Improving the strength pareto evolutionary algorithm for multiobjective optimization. In: Giannakoglou, K.C., Tsahalis, D.T., Périaux, J., Papailiou, K.D., Fogarty, T. (eds.) Evolutionary Methods for Design Optimization and Control with Applications to Industrial Problems, pp. 95-100. International Center for Numerical Methods in Engineering (Cmine), Athens, Greece (2001b)
-
(2001)
Evolutionary Methods for Design Optimization and Control with Applications to Industrial Problems
, pp. 95-100
-
-
Zitzler, E.1
Laumanns, M.2
Thiele, L.3
-
98
-
-
0037936618
-
Performance assessment of multiobjective optimizers: An analysis and review
-
Zitzler, E., Thiele, L., Laumanns, M., Fonseca, C.M., Fonseca, V.G.: Performance assessment of multiobjective optimizers: An analysis and review. IEEE Transactions on Evolutionary Computation 7(2), 117-132 (2003)
-
(2003)
IEEE Transactions on Evolutionary Computation
, vol.7
, Issue.2
, pp. 117-132
-
-
Zitzler, E.1
Thiele, L.2
Laumanns, M.3
Fonseca, C.M.4
Fonseca, V.G.5
|