-
1
-
-
0036871254
-
Evolutionary algorithms in control systems engineering: A survey
-
DOI 10.1016/S0967-0661(02)00081-3, PII S0967066102000813
-
P. Fleming, and R. Purshouse Evolutionary algorithms in control systems engineering: a survey Control Eng. Pract. 10 11 2002 1223 1241 (Pubitemid 36073055)
-
(2002)
Control Engineering Practice
, vol.10
, Issue.11
, pp. 1223-1241
-
-
Fleming, P.J.1
Purshouse, R.C.2
-
2
-
-
38749140362
-
Applications of multi-objective evolutionary algorithms in economics and finance: A survey
-
M. Tapia, C. Coello, Applications of multi-objective evolutionary algorithms in economics and finance: a survey, in: IEEE Congress on Evolutionary Computation, 2007, pp. 532-539.
-
(2007)
IEEE Congress on Evolutionary Computation
, pp. 532-539
-
-
Tapia, M.1
Coello, C.2
-
3
-
-
0003969258
-
Protein structure prediction with evolutionary algorithms
-
N. Krasnogor, W. Hart, J. Smith, D. Pelta, Protein structure prediction with evolutionary algorithms, in: Proceedings of the Genetic and Evolutionary Computation Conference, vol. 2, 1999, pp. 1596-1601.
-
(1999)
Proceedings of the Genetic and Evolutionary Computation Conference
, vol.2
, pp. 1596-1601
-
-
Krasnogor, N.1
Hart, W.2
Smith, J.3
Pelta, D.4
-
5
-
-
1642474729
-
SPEA2: Improving the strength Pareto evolutionary algorithm
-
E. Zitzler, M. Laumanns, L. Thiele, et al., SPEA2: improving the strength Pareto evolutionary algorithm, in: EUROGEN, no. 103, 2001, pp. 1-21.
-
(2001)
EUROGEN
, Issue.103
, pp. 1-21
-
-
Zitzler, E.1
Laumanns, M.2
Thiele, L.3
-
6
-
-
84901459041
-
Evolutionary many-objective optimisation: An exploratory analysis
-
IEEE
-
R. Purshouse, and P. Fleming Evolutionary many-objective optimisation: an exploratory analysis IEEE Congress on Evolutionary Computation vol. 3 2003 IEEE 2066 2073
-
(2003)
IEEE Congress on Evolutionary Computation
, vol.3
, pp. 2066-2073
-
-
Purshouse, R.1
Fleming, P.2
-
7
-
-
34250092221
-
Genetic algorithms and machine learning
-
D. Goldberg, and J. Holland Genetic algorithms and machine learning Mach. Learn. 3 2 1988 95 99
-
(1988)
Mach. Learn.
, vol.3
, Issue.2
, pp. 95-99
-
-
Goldberg, D.1
Holland, J.2
-
8
-
-
84925341954
-
An overview of population-based algorithms for multi-objective optimisation
-
I. Giagkiozis, R.C. Purshouse, and P.J. Fleming An overview of population-based algorithms for multi-objective optimisation Int. J. Syst. Sci. 0 0 2013 1 28
-
(2013)
Int. J. Syst. Sci.
, vol.0
, Issue.0
, pp. 1-28
-
-
Giagkiozis, I.1
Purshouse, R.C.2
Fleming, P.J.3
-
9
-
-
0001953837
-
Genetic algorithms for multiobjective optimization: Formulation, discussion and generalization
-
C. Fonseca, P. Fleming, Genetic algorithms for multiobjective optimization: formulation, discussion and generalization, in: Conference on Genetic Algorithms, vol. 423, 1993, pp. 416-423.
-
(1993)
Conference on Genetic Algorithms
, vol.423
, pp. 416-423
-
-
Fonseca, C.1
Fleming, P.2
-
10
-
-
34548108555
-
MOEA/D: A multiobjective evolutionary algorithm based on decomposition
-
DOI 10.1109/TEVC.2007.892759
-
Q. Zhang, and H. Li MOEA/D: a multiobjective evolutionary algorithm based on decomposition IEEE Trans. Evol. Comput. 11 6 2007 712 731 (Pubitemid 350187486)
-
(2007)
IEEE Transactions on Evolutionary Computation
, vol.11
, Issue.6
, pp. 712-731
-
-
Zhang, Q.1
Li, H.2
-
13
-
-
55749105514
-
Evolutionary many-objective optimization: A short review
-
H. Ishibuchi, N. Tsukamoto, Y. Nojima, Evolutionary many-objective optimization: a short review, in: IEEE Congress on Evolutionary Computation, 2008, pp. 2419-2426.
-
(2008)
IEEE Congress on Evolutionary Computation
, pp. 2419-2426
-
-
Ishibuchi, H.1
Tsukamoto, N.2
Nojima, Y.3
-
14
-
-
0038521008
-
A new constrained ellipsoidal algorithm for nonlinear optimization with equality constraints
-
R. Takahashi, R. Saldanha, W. Dias-Filho, and J. Ramírez A new constrained ellipsoidal algorithm for nonlinear optimization with equality constraints IEEE Trans. Magn. 39 3 2003 1289 1292
-
(2003)
IEEE Trans. Magn.
, vol.39
, Issue.3
, pp. 1289-1292
-
-
Takahashi, R.1
Saldanha, R.2
Dias-Filho, W.3
Ramírez, J.4
-
15
-
-
0036671292
-
On the performance of multiple-objective genetic local search on the 0/1 knapsack problem-A comparative experiment
-
DOI 10.1109/TEVC.2002.802873, PII 1011092002802873
-
A. Jaszkiewicz On the performance of multiple-objective genetic local search on the 0/1 knapsack problem - a comparative experiment IEEE Trans. Evol. Comput. 6 4 2002 402 412 (Pubitemid 35032741)
-
(2002)
IEEE Transactions on Evolutionary Computation
, vol.6
, Issue.4
, pp. 402-412
-
-
Jaszkiewicz, A.1
-
16
-
-
84901428951
-
Multiple single objective Pareto sampling
-
IEEE
-
E. Hughes Multiple single objective Pareto sampling Congress on Evolutionary Computation vol. 4 2003 IEEE 2678 2684
-
(2003)
Congress on Evolutionary Computation
, vol.4
, pp. 2678-2684
-
-
Hughes, E.1
-
17
-
-
79955353433
-
MSOPS-II: A general-purpose many-objective optimizer
-
E. Hughes, MSOPS-II: a general-purpose many-objective optimiser, in: IEEE Congress on Evolutionary Computation, 2007, pp. 3944-3951.
-
(2007)
IEEE Congress on Evolutionary Computation
, pp. 3944-3951
-
-
Hughes, E.1
-
19
-
-
80053403984
-
Multiobjective optimization by decomposition with Pareto-adaptive weight vectors
-
S. Jiang, Z. Cai, J. Zhang, Y.-S. Ong, Multiobjective optimization by decomposition with Pareto-adaptive weight vectors, in: International Conference on Natural Computation, vol. 3, 2011, pp. 1260-1264.
-
(2011)
International Conference on Natural Computation
, vol.3
, pp. 1260-1264
-
-
Jiang, S.1
Cai, Z.2
Zhang, J.3
Ong, Y.-S.4
-
20
-
-
83755173966
-
Asymmetric Pareto-adaptive scheme for multiobjective optimization
-
Lecture Notes in Computer Science Springer Berlin, Heidelberg
-
S. Jiang, J. Zhang, and Y. Ong Asymmetric Pareto-adaptive scheme for multiobjective optimization Advances in Artificial Intelligence Lecture Notes in Computer Science vol. 7106 2011 Springer Berlin, Heidelberg 351 360
-
(2011)
Advances in Artificial Intelligence
, vol.7106
, pp. 351-360
-
-
Jiang, S.1
Zhang, J.2
Ong, Y.3
-
21
-
-
0033318858
-
Multiobjective evolutionary algorithms a comparative case study and the strength pareto approach
-
DOI 10.1109/4235.797969
-
E. Zitzler, and L. Thiele Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach IEEE Trans. Evol. Comput. 3 4 1999 257 271 (Pubitemid 30544879)
-
(1999)
IEEE Transactions on Evolutionary Computation
, vol.3
, Issue.4
, pp. 257-271
-
-
Zitzler Eckart1
Thiele Lothar2
-
22
-
-
31744438420
-
A faster algorithm for calculating hypervolume
-
DOI 10.1109/TEVC.2005.851275
-
L. While, P. Hingston, L. Barone, and S. Huband A faster algorithm for calculating hypervolume IEEE Trans. Evol. Comput. 10 1 2006 29 38 (Pubitemid 43174983)
-
(2006)
IEEE Transactions on Evolutionary Computation
, vol.10
, Issue.1
, pp. 29-38
-
-
While, L.1
Hingston, P.2
Barone, L.3
Huband, S.4
-
23
-
-
34547310269
-
An improved dimension-sweep algorithm for the hypervolume indicator
-
1688440, 2006 IEEE Congress on Evolutionary Computation, CEC 2006
-
C. Fonseca, L. Paquete, M. Lopez-Ibanez, An improved dimension-sweep algorithm for the hypervolume indicator, in: IEEE Congress on Evolutionary Computation, 2006, pp. 1157-1163. (Pubitemid 47130629)
-
(2006)
2006 IEEE Congress on Evolutionary Computation, CEC 2006
, pp. 1157-1163
-
-
Fonseca, C.M.1
Paquete, L.2
Lopez-Ibanez, M.3
-
24
-
-
84860905203
-
A multiobjective evolutionary algorithm using dynamic weight method
-
F. Gu, H. Liu, and K. Tan A multiobjective evolutionary algorithm using dynamic weight method Int. J. Innov. Comput. Inform. Control 8 5B 2012 3677 3688
-
(2012)
Int. J. Innov. Comput. Inform. Control
, vol.8 B
, Issue.5
, pp. 3677-3688
-
-
Gu, F.1
Liu, H.2
Tan, K.3
-
25
-
-
84893548977
-
Towards understanding the cost of adaptation in decomposition-based optimization algorithms
-
I. Giagkiozis, R. Purshouse, P. Fleming, Towards understanding the cost of adaptation in decomposition-based optimization algorithms, in: IEEE International Conference on Systems, Man and Cybernetics, 2013, pp. 615-620.
-
(2013)
IEEE International Conference on Systems, Man and Cybernetics
, pp. 615-620
-
-
Giagkiozis, I.1
Purshouse, R.2
Fleming, P.3
-
26
-
-
33749860403
-
A review of multiobjective test problems and a scalable test problem toolkit
-
DOI 10.1109/TEVC.2005.861417
-
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. 10 5 2006 477 506 (Pubitemid 44560739)
-
(2006)
IEEE Transactions on Evolutionary Computation
, vol.10
, Issue.5
, pp. 477-506
-
-
Huband, S.1
Hingston, P.2
Barone, L.3
While, L.4
-
27
-
-
84901420886
-
Scalable multi-objective optimization test problems
-
K. Deb, L. Thiele, M. Laumanns, E. Zitzler, Scalable multi-objective optimization test problems, in: Congress on Evolutionary Computation, vol. 1, 2002, pp. 825-830.
-
(2002)
Congress on Evolutionary Computation
, vol.1
, pp. 825-830
-
-
Deb, K.1
Thiele, L.2
Laumanns, M.3
Zitzler, E.4
-
28
-
-
0034199979
-
Comparison of multiobjective evolutionary algorithms: Empirical results
-
E. Zitzler, K. Deb, and L. Thiele Comparison of multiobjective evolutionary algorithms: empirical results Evol. Comput. 8 2 2000 173 195
-
(2000)
Evol. Comput.
, vol.8
, Issue.2
, pp. 173-195
-
-
Zitzler, E.1
Deb, K.2
Thiele, L.3
-
29
-
-
84958959530
-
From Recombination of Genes to the Estimation of Distributions: I. Binary Parameters
-
Parallel Problem Solving from Nature - PPSN IV
-
H. Mühlenbein, and G. Paass From recombination of genes to the estimation of distributions I. Binary parameters Parall. Probl. Solving Nat. 1996 178 187 (Pubitemid 126128306)
-
(1996)
Lecture Notes In Computer Science
, Issue.1141
, pp. 178-187
-
-
Muehlenbein, H.1
Paass, G.2
-
30
-
-
0035276208
-
Drift analysis and average time complexity of evolutionary algorithms
-
DOI 10.1016/S0004-3702(01)00058-3
-
J. He, and X. Yao Drift analysis and average time complexity of evolutionary algorithms Artif. Intell. 127 1 2001 57 85 (Pubitemid 32264935)
-
(2001)
Artificial Intelligence
, vol.127
, Issue.1
, pp. 57-85
-
-
He, J.1
Yao, X.2
-
31
-
-
76149097532
-
Analysis of computational time of simple estimation of distribution algorithms
-
T. Chen, K. Tang, G. Chen, and X. Yao Analysis of computational time of simple estimation of distribution algorithms IEEE Trans. Evol. Comput. 14 1 2010 1 22
-
(2010)
IEEE Trans. Evol. Comput.
, vol.14
, Issue.1
, pp. 1-22
-
-
Chen, T.1
Tang, K.2
Chen, G.3
Yao, X.4
-
34
-
-
71549124337
-
Effective linkage learning using low-order statistics and clustering
-
L. Emmendorfer, and A. Pozo Effective linkage learning using low-order statistics and clustering IEEE Trans. Evol. Comput. 13 6 2009 1233 1246
-
(2009)
IEEE Trans. Evol. Comput.
, vol.13
, Issue.6
, pp. 1233-1246
-
-
Emmendorfer, L.1
Pozo, A.2
-
35
-
-
80051962874
-
On the limits of effectiveness in estimation of distribution algorithms
-
IEEE
-
C. Echegoyen, Q. Zhang, A. Mendiburu, R. Santana, and J. Lozano On the limits of effectiveness in estimation of distribution algorithms IEEE Congress on Evolutionary Computation 2011 IEEE 1573 1580
-
(2011)
IEEE Congress on Evolutionary Computation
, pp. 1573-1580
-
-
Echegoyen, C.1
Zhang, Q.2
Mendiburu, A.3
Santana, R.4
Lozano, J.5
-
36
-
-
0000228665
-
The cross-entropy method for combinatorial and continuous optimization
-
R. Rubinstein The cross-entropy method for combinatorial and continuous optimization Methodol. Comput. Appl. Probabi. 1 2 1999 127 190
-
(1999)
Methodol. Comput. Appl. Probabi.
, vol.1
, Issue.2
, pp. 127-190
-
-
Rubinstein, R.1
-
37
-
-
0038392442
-
Energy functionals, numerical integration and asymptotic equidistribution on the sphere
-
DOI 10.1016/S0885-064X(02)00006-7, PII S0885064X02000067
-
S.B. Damelin, and P.J. Grabner Energy functionals, numerical integration and asymptotic equidistribution on the sphere J. Complex. 19 3 2003 231 246 (Pubitemid 36645453)
-
(2003)
Journal of Complexity
, vol.19
, Issue.3
, pp. 231-246
-
-
Damelin, S.B.1
Grabner, P.J.2
-
38
-
-
19044393966
-
On scalarizing functions in multiobjective optimization
-
K. Miettinen, and M. Mäkelä On scalarizing functions in multiobjective optimization OR Spectrum 24 2 2002 193 213
-
(2002)
OR Spectrum
, vol.24
, Issue.2
, pp. 193-213
-
-
Miettinen, K.1
Mäkelä, M.2
-
40
-
-
35348872664
-
-
Nonconvex Optimization and its Applications Springer
-
M. Grant, S. Boyd, and Y. Ye Disciplined Convex Programming Nonconvex Optimization and its Applications vol. 84 2006 Springer 155 210
-
(2006)
Disciplined Convex Programming
, vol.84
, pp. 155-210
-
-
Grant, M.1
Boyd, S.2
Ye, Y.3
-
45
-
-
67349108023
-
Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II
-
H. Li, and Q. Zhang Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II IEEE Trans. Evol. Comput. 13 2 2009 284 302
-
(2009)
IEEE Trans. Evol. Comput.
, vol.13
, Issue.2
, pp. 284-302
-
-
Li, H.1
Zhang, Q.2
-
46
-
-
0032689498
-
Distributed aero-engine control systems architecture selection using multi-objective optimisation
-
H. Thompson, A. Chipperfield, P. Fleming, and C. Legge Distributed aero-engine control systems architecture selection using multi-objective optimisation Control Eng. Pract. 7 5 1999 655 664
-
(1999)
Control Eng. Pract.
, vol.7
, Issue.5
, pp. 655-664
-
-
Thompson, H.1
Chipperfield, A.2
Fleming, P.3
Legge, C.4
-
47
-
-
34548237317
-
A hybrid multi-objective immune algorithm for a flow shop scheduling problem with bi-objectives: Weighted mean completion time and weighted mean tardiness
-
DOI 10.1016/j.ins.2007.06.001, PII S0020025507002861
-
R. Tavakkoli-Moghaddam, A. Rahimi-Vahed, and A. Mirzaei A hybrid multi-objective immune algorithm for a flow shop scheduling problem with bi-objectives: weighted mean completion time and weighted mean tardiness Inform. Sci. 177 22 2007 5072 5090 (Pubitemid 47331458)
-
(2007)
Information Sciences
, vol.177
, Issue.22
, pp. 5072-5090
-
-
Tavakkoli-Moghaddam, R.1
Rahimi-Vahed, A.2
Mirzaei, A.H.3
-
48
-
-
67349174559
-
An effective hybrid particle swarm optimization algorithm for multi-objective flexible job-shop scheduling problem
-
G. Zhang, X. Shao, P. Li, and L. Gao An effective hybrid particle swarm optimization algorithm for multi-objective flexible job-shop scheduling problem Comput. Ind. Eng. 56 4 2009 1309 1318
-
(2009)
Comput. Ind. Eng.
, vol.56
, Issue.4
, pp. 1309-1318
-
-
Zhang, G.1
Shao, X.2
Li, P.3
Gao, L.4
-
49
-
-
0344065056
-
Distributing points on the sphere, i
-
A. Katanforoush, and M. Shahshahani Distributing points on the sphere, I Exp. Math. 12 2 2003 199 210
-
(2003)
Exp. Math.
, vol.12
, Issue.2
, pp. 199-210
-
-
Katanforoush, A.1
Shahshahani, M.2
-
50
-
-
76049100375
-
-
Ph.D. Thesis, University of New South Wales
-
P. Leopardi, Distributing Points on the Sphere: Partitions, Separation, Quadrature and Energy, Ph.D. Thesis, University of New South Wales, 2007.
-
(2007)
Distributing Points on the Sphere: Partitions, Separation, Quadrature and Energy
-
-
Leopardi, P.1
-
51
-
-
70349419721
-
Information theory - The bridge connecting bounded rational game theory and statistical physics
-
D. Wolpert Information theory - the bridge connecting bounded rational game theory and statistical physics Complex Eng. Syst. 2006 262 290
-
(2006)
Complex Eng. Syst.
, pp. 262-290
-
-
Wolpert, D.1
-
52
-
-
16244401100
-
A stochastic minimum cross-entropy method for combinatorial optimization and rare-event estimation
-
DOI 10.1007/s11009-005-6653-7
-
R. Rubinstein A stochastic minimum cross-entropy method for combinatorial optimization and rare-event estimation Methodol. Comput. Appl. Probabi. 7 1 2005 5 50 (Pubitemid 40465006)
-
(2005)
Methodology and Computing in Applied Probability
, vol.7
, Issue.1
, pp. 5-50
-
-
Rubinstein, R.Y.1
-
53
-
-
39149086365
-
Generalized cross-entropy methods with applications to rare-event simulation and optimization
-
Z. Botev, D. Kroese, and T. Taimre Generalized cross-entropy methods with applications to rare-event simulation and optimization Simulation 83 11 2007 785
-
(2007)
Simulation
, vol.83
, Issue.11
, pp. 785
-
-
Botev, Z.1
Kroese, D.2
Taimre, T.3
-
54
-
-
17444409624
-
A tutorial on the cross-entropy method
-
DOI 10.1007/s10479-005-5724-z
-
P. De Boer, D. Kroese, S. Mannor, and R. Rubinstein A tutorial on the cross-entropy method Ann. Oper. Res. 134 1 2005 19 67 (Pubitemid 40550039)
-
(2005)
Annals of Operations Research
, vol.134
, Issue.1
, pp. 19-67
-
-
De Boer, P.-T.1
Kroese, D.P.2
Mannor, S.3
Rubinstein, R.Y.4
-
55
-
-
0002233396
-
Natural exponential families with quadratic variance functions
-
C.N. Morris Natural exponential families with quadratic variance functions Ann. Stat. 10 1982 65 80
-
(1982)
Ann. Stat.
, vol.10
, pp. 65-80
-
-
Morris, C.N.1
-
56
-
-
40249102027
-
RM-MEDA: A regularity model-based multiobjective estimation of distribution algorithm
-
DOI 10.1109/TEVC.2007.894202
-
Q. Zhang, A. Zhou, and Y. Jin RM-MEDA: a regularity model-based multiobjective estimation of distribution algorithm IEEE Trans. Evol. Comput. 12 1 2008 41 63 (Pubitemid 351330331)
-
(2008)
IEEE Transactions on Evolutionary Computation
, vol.12
, Issue.1
, pp. 41-63
-
-
Zhang, Q.1
Zhou, A.2
Jin, Y.3
-
58
-
-
33750254292
-
Multi-objective test problems, linkages, and evolutionary methodologies
-
GECCO 2006 - Genetic and Evolutionary Computation Conference
-
K. Deb, A. Sinha, and S. Kukkonen Multi-objective test problems, linkages, and evolutionary methodologies Conference on Genetic and Evolutionary Computation 2006 ACM 1141 1148 (Pubitemid 44611445)
-
(2006)
GECCO 2006 - Genetic and Evolutionary Computation Conference
, vol.2
, pp. 1141-1148
-
-
Deb, K.1
Sinha, A.2
Kukkonen, S.3
-
60
-
-
24344484399
-
The naive MIDEA: A baseline multi-objective EA
-
Evolutionary Multi-Criterion Optimization - Third International Conference, EMO 2005
-
P. Bosman, and D. Thierens The naive MIDEA: a baseline multi-objective EA Evolutionary Multi-Criterion Optimization 2005 Springer 428 442 (Pubitemid 41251781)
-
(2005)
Lecture Notes in Computer Science
, vol.3410
, pp. 428-442
-
-
Bosman, P.A.N.1
Thierens, D.2
-
62
-
-
84869397891
-
Multiobjective evolutionary algorithms: Classifications, analyses, and new innovations
-
D. Van Veldhuizen, Multiobjective evolutionary algorithms: classifications, analyses, and new innovations, in: Evolutionary Computation, 1999.
-
(1999)
Evolutionary Computation
-
-
Van Veldhuizen, D.1
-
63
-
-
36549051604
-
On the evolutionary optimization of many conflicting objectives
-
DOI 10.1109/TEVC.2007.910138
-
R. Purshouse, and P. Fleming On the evolutionary optimization of many conflicting objectives IEEE Trans. Evol. Comput. 11 6 2007 770 784 (Pubitemid 350187490)
-
(2007)
IEEE Transactions on Evolutionary Computation
, vol.11
, Issue.6
, pp. 770-784
-
-
Purshouse, R.C.1
Fleming, P.J.2
-
64
-
-
84866846120
-
Diagnostic assessment of search controls and failure modes in many - Objective evolutionary optimization
-
D. Hadka, and P. Reed Diagnostic assessment of search controls and failure modes in many - objective evolutionary optimization Evol. Comput. 20 3 2012 423 452
-
(2012)
Evol. Comput.
, vol.20
, Issue.3
, pp. 423-452
-
-
Hadka, D.1
Reed, P.2
-
65
-
-
0004267646
-
-
Princeton University Press
-
R. Rockafellar Convex Analysis vol. 28 1970 Princeton University Press
-
(1970)
Convex Analysis
, vol.28
-
-
Rockafellar, R.1
-
66
-
-
84855997019
-
CVXGEN: A code generator for embedded convex optimization
-
J. Mattingley, and S. Boyd CVXGEN: a code generator for embedded convex optimization Optimiz. Eng. 2012 1 27
-
(2012)
Optimiz. Eng.
, pp. 1-27
-
-
Mattingley, J.1
Boyd, S.2
|