-
2
-
-
0003787146
-
-
Princeton: Princeton University Press
-
Bellman R (1957) Dynamic programming. Princeton University Press, Princeton.
-
(1957)
Dynamic Programming
-
-
Bellman, R.1
-
4
-
-
0037592480
-
Evolution strategies-a comprehensive introduction
-
Beyer H-G, Schwefel H-P (2002) Evolution strategies-a comprehensive introduction. Nat Comput 1: 3-52.
-
(2002)
Nat Comput
, vol.1
, pp. 3-52
-
-
Beyer, H.-G.1
Schwefel, H.-P.2
-
5
-
-
46949084708
-
Hybrid metaheuristics: An introduction
-
Springer
-
Blum C, Roli A (2008) Hybrid metaheuristics: an introduction. In: Hybrid Metaheuristics. Springer, pp 1-30.
-
(2008)
Hybrid Metaheuristics
, pp. 1-30
-
-
Blum, C.1
Roli, A.2
-
6
-
-
77958398767
-
The convergence of a class of double-rank minimization algorithms. I: General considerations
-
Broyden CG (1970) The convergence of a class of double-rank minimization algorithms. I: general considerations. J Inst Math 6: 76-90.
-
(1970)
J Inst Math
, vol.6
, pp. 76-90
-
-
Broyden, C.G.1
-
8
-
-
4043052940
-
On restart procedures for the conjugate gradient method
-
Dai Y-H, Liao L-Z, Li D (2004) On restart procedures for the conjugate gradient method. Numer Algorithms 35(1-4): 249-260.
-
(2004)
Numer Algorithms
, vol.35
, Issue.1-4
, pp. 249-260
-
-
Dai, Y.-H.1
Liao, L.-Z.2
Li, D.3
-
9
-
-
65749094710
-
Differential evolution using a neighborhood-based mutation operator
-
Das S, Abraham A, Chakraborty UK, Konar A (2009) Differential evolution using a neighborhood-based mutation operator. IEEE Trans Evol Comput 13(3): 526-553.
-
(2009)
IEEE Trans Evol Comput
, vol.13
, Issue.3
, pp. 526-553
-
-
Das, S.1
Abraham, A.2
Chakraborty, U.K.3
Konar, A.4
-
10
-
-
84964389892
-
Variable metric methods for minimization
-
Davidon W (1991) Variable metric methods for minimization. SIAM J Optim 1: 1-17.
-
(1991)
SIAM J Optim
, vol.1
, pp. 1-17
-
-
Davidon, W.1
-
11
-
-
0036885602
-
A computationally efficient evolutionary algorithm for real-parameter optimization
-
Deb K, Anand A, Joshi D (2002) A computationally efficient evolutionary algorithm for real-parameter optimization. Evol Comput 10(4): 371-395.
-
(2002)
Evol Comput
, vol.10
, Issue.4
, pp. 371-395
-
-
Deb, K.1
Anand, A.2
Joshi, D.3
-
12
-
-
0036530772
-
A fast and elitist multiobjective genetic algorithm: NSGA-II
-
Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. Evol Comput IEEE Trans 6(2): 182-197.
-
(2002)
Evol Comput IEEE Trans
, vol.6
, Issue.2
, pp. 182-197
-
-
Deb, K.1
Pratap, A.2
Agarwal, S.3
Meyarivan, T.4
-
13
-
-
38149013973
-
A hybrid ILS heuristic to the referee assignment problem with an embedded MIP strategy
-
Duarte AR, Ribeiro CC, Urrutia S (2007) A hybrid ILS heuristic to the referee assignment problem with an embedded MIP strategy. In: Hybrid Metaheuristics, pp 82-95.
-
(2007)
Hybrid Metaheuristics
, pp. 82-95
-
-
Duarte, A.R.1
Ribeiro, C.C.2
Urrutia, S.3
-
15
-
-
38149094085
-
Gradient-based/evolutionary relay hybrid for computing pareto front approximations maximizing the S-metric
-
Emmerich MTM, Deutz AH, Beume N (2007) Gradient-based/evolutionary relay hybrid for computing pareto front approximations maximizing the S-metric. In: Hybrid Metaheuristics, pp 140-156.
-
(2007)
Hybrid Metaheuristics
, pp. 140-156
-
-
Emmerich, M.T.M.1
Deutz, A.H.2
Beume, N.3
-
17
-
-
0000350932
-
Steepest descent methods for multicriteria optimization
-
Fliege J, Svaiter B (2000) Steepest descent methods for multicriteria optimization. Math Methods of Oper Res 51(3): 479-494.
-
(2000)
Math Methods of Oper Res
, vol.51
, Issue.3
, pp. 479-494
-
-
Fliege, J.1
Svaiter, B.2
-
19
-
-
70349270458
-
A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: A case study on the CEC'2005 special session on real parameter optimization
-
García S, Molina D, Lozano M, Herrera F (2009) A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 special session on real parameter optimization. Journal of Heuristics 15: 617-644.
-
(2009)
Journal of Heuristics
, vol.15
, pp. 617-644
-
-
García, S.1
Molina, D.2
Lozano, M.3
Herrera, F.4
-
20
-
-
0041877685
-
Qualms regarding the optimality of cumulative path length control in CSA/CMA-evolution strategies
-
Beyer HG, Arnold DV (2003) Qualms regarding the optimality of cumulative path length control in CSA/CMA-evolution strategies. Evol Comput 11(1): 19-28.
-
(2003)
Evol Comput
, vol.11
, Issue.1
, pp. 19-28
-
-
Beyer, H.G.1
Arnold, D.V.2
-
22
-
-
0019563313
-
Generalized decent for global optimization
-
Griewank A (1981) Generalized decent for global optimization. JOTA 34: 11-39.
-
(1981)
Jota
, vol.34
, pp. 11-39
-
-
Griewank, A.1
-
23
-
-
65149101767
-
A selection of useful theoretical tools for the design and analysis of optimization heuristics
-
Gutin G, Karapetyan D (2009) A selection of useful theoretical tools for the design and analysis of optimization heuristics. Memet Comput 1(1): 25-34.
-
(2009)
Memet Comput
, vol.1
, Issue.1
, pp. 25-34
-
-
Gutin, G.1
Karapetyan, D.2
-
24
-
-
0005698377
-
Two-loop real-coded genetic algorithms with adaptive control of mutation step sizes
-
Herrera F, Lozano M (2000) Two-loop real-coded genetic algorithms with adaptive control of mutation step sizes. Appl Intell 13(3): 187-204.
-
(2000)
Appl Intell
, vol.13
, Issue.3
, pp. 187-204
-
-
Herrera, F.1
Lozano, M.2
-
25
-
-
0032136585
-
Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis
-
Herrera F, Lozano M, Verdegay JL (1998) Tackling real-coded genetic algorithms: operators and tools for behavioural analysis. Artif Intell Rev 12: 265-319.
-
(1998)
Artif Intell Rev
, vol.12
, pp. 265-319
-
-
Herrera, F.1
Lozano, M.2
Verdegay, J.L.3
-
29
-
-
72749116914
-
On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization
-
New York, NY, USA, ACM
-
Koch P, Kramer O, Rudolph G, Beume N (2009) On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization. In: Proceedings of the 11th annual conference on Genetic and evolutionary computation (GECCO). New York, NY, USA, ACM, pp 603-610.
-
(2009)
Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO)
, pp. 603-610
-
-
Koch, P.1
Kramer, O.2
Rudolph, G.3
Beume, N.4
-
32
-
-
85028631729
-
Fast blackbox optimization: Iterated local search and the strategy of powell
-
CSREA Press
-
Kramer O (2009) Fast blackbox optimization: iterated local search and the strategy of powell. In: Proceedings of GEM 2009. CSREA Press, pp 159-163.
-
(2009)
Proceedings of GEM 2009
, pp. 159-163
-
-
Kramer, O.1
-
33
-
-
0001173632
-
An automatic method of solving discrete programming problems
-
Land AH, Doig AG (1960) An automatic method of solving discrete programming problems. Econometrica 28(3): 497-520.
-
(1960)
Econometrica
, vol.28
, Issue.3
, pp. 497-520
-
-
Land, A.H.1
Doig, A.G.2
-
34
-
-
77951287415
-
Lamarckian memetic algorithms: Local optimum and connectivity structure analysis
-
Le MN, Ong Y-S, Jin Y, Sendhoff B (2009) Lamarckian memetic algorithms: local optimum and connectivity structure analysis. Memet Comput 1(3): 175-190.
-
(2009)
Memet Comput
, vol.1
, Issue.3
, pp. 175-190
-
-
Le, M.N.1
Ong, Y.-S.2
Jin, Y.3
Sendhoff, B.4
-
36
-
-
33744730797
-
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
-
Liang JJ, Qin AK, Suganthan PN, Baskar S (2006) Comprehensive learning particle swarm optimizer for global optimization of multimodal functions. Evol Comput IEEE Trans 10(3): 281-295.
-
(2006)
Evol Comput IEEE Trans
, vol.10
, Issue.3
, pp. 281-295
-
-
Liang, J.J.1
Qin, A.K.2
Suganthan, P.N.3
Baskar, S.4
-
37
-
-
4243591379
-
A beginner's introduction to iterated local search
-
Porto, Portugal
-
Lourenço HR, Martin O, Stützle T (2001) A beginner's introduction to iterated local search. In: Proceedings of the fourth metaheuristics conference, vol. 2, Porto, Portugal, pp 1-6.
-
(2001)
Proceedings of the Fourth Metaheuristics Conference
, vol.2
, pp. 1-6
-
-
Lourenço, H.R.1
Martin, O.2
Stützle, T.3
-
39
-
-
4544245255
-
Real-coded memetic algorithms with crossover hill-climbing
-
Lozano M, Herrera F, Krasnogor N, Molina D (2004) Real-coded memetic algorithms with crossover hill-climbing. Evol Comput 12(3): 273-302.
-
(2004)
Evol Comput
, vol.12
, Issue.3
, pp. 273-302
-
-
Lozano, M.1
Herrera, F.2
Krasnogor, N.3
Molina, D.4
-
41
-
-
33749832660
-
Evolutionary optimization of sequence kernels for detection of bacterial gene starts
-
Mersch B, Glasmachers T, Meinicke P, Igel C (2006) Evolutionary optimization of sequence kernels for detection of bacterial gene starts. In: ICANN (2), pp 827-836.
-
(2006)
ICANN
, Issue.2
, pp. 827-836
-
-
Mersch, B.1
Glasmachers, T.2
Meinicke, P.3
Igel, C.4
-
42
-
-
38049042173
-
Self-adaptation in evolutionary algorithms
-
F. G. Lobo, C. F. Lima, and Z. Michalewicz (Eds.), Berlin: Springer
-
Meyer-Nieberg S, Beyer H-G (2007) Self-adaptation in evolutionary algorithms. In: Lobo FG, Lima CF, Michalewicz Z (eds) Parameter setting in evolutionary algorithms. Springer, Berlin.
-
(2007)
Parameter Setting in Evolutionary Algorithms
-
-
Meyer-Nieberg, S.1
Beyer, H.-G.2
-
43
-
-
44649168278
-
General variable neighborhood search for the continuous optimization
-
Mladenovic N, Drazic M, Kovacevic-Vujcic V, Cangalovic M (2008) General variable neighborhood search for the continuous optimization. Eur J Oper Res 191(3): 753-770.
-
(2008)
Eur J Oper Res
, vol.191
, Issue.3
, pp. 753-770
-
-
Mladenovic, N.1
Drazic, M.2
Kovacevic-Vujcic, V.3
Cangalovic, M.4
-
44
-
-
0031281221
-
Variable neighborhood search
-
Mladenovic N, Hansen P (1997) Variable neighborhood search. Comput Oper Res 24: 1097-1100.
-
(1997)
Comput Oper Res
, vol.24
, pp. 1097-1100
-
-
Mladenovic, N.1
Hansen, P.2
-
45
-
-
0000238336
-
A simplex method for function minimization
-
Nelder J, Mead R (1964) A simplex method for function minimization. Comput J 7: 308-313.
-
(1964)
Comput J
, vol.7
, pp. 308-313
-
-
Nelder, J.1
Mead, R.2
-
46
-
-
65649109765
-
Scale factor local search in differential evolution
-
Neri F, Tirronen V (2009) Scale factor local search in differential evolution. Memet Comput 1(2): 153-171.
-
(2009)
Memet Comput
, vol.1
, Issue.2
, pp. 153-171
-
-
Neri, F.1
Tirronen, V.2
-
48
-
-
40249090398
-
Accelerating differential evolution using an adaptive local search
-
Noman N, Iba H (2008) Accelerating differential evolution using an adaptive local search. IEEE Trans Evol Comput 12(1): 107-125.
-
(2008)
IEEE Trans Evol Comput
, vol.12
, Issue.1
, pp. 107-125
-
-
Noman, N.1
Iba, H.2
-
49
-
-
2442474238
-
Meta-lamarckian learning in memetic algorithms
-
Ong Y-S, Keane AJ (2004) Meta-lamarckian learning in memetic algorithms. IEEE Trans Evol Comput 8(2): 99-110.
-
(2004)
IEEE Trans Evol Comput
, vol.8
, Issue.2
, pp. 99-110
-
-
Ong, Y.-S.1
Keane, A.J.2
-
50
-
-
31744449012
-
Classification of adaptive memetic algorithms: A comparative study
-
Man, and Cybernetics, part b: Cybernetics
-
Ong Y-S, Lim M-H, Zhu N, Wong K-W (2006) Classification of adaptive memetic algorithms: a comparative study. IEEE Transactions on Systems, Man, and Cybernetics, part b: Cybernetics 36(1).
-
(2006)
IEEE Transactions on Systems
, vol.36
, Issue.1
-
-
Ong, Y.-S.1
Lim, M.-H.2
Zhu, N.3
Wong, K.-W.4
-
51
-
-
0000141534
-
A derandomized approach to self adaptation of evolution strategies
-
Ostermeier A, Gawelczyk A, Hansen N (1994) A derandomized approach to self adaptation of evolution strategies. Evol Comput 2(4): 369-380.
-
(1994)
Evol Comput
, vol.2
, Issue.4
, pp. 369-380
-
-
Ostermeier, A.1
Gawelczyk, A.2
Hansen, N.3
-
52
-
-
0000141534
-
A derandomized approach to self adaptation of evolution strategies
-
Ostermeier A, Gawelczyk A, Hansen N (1995) A derandomized approach to self adaptation of evolution strategies. Evol Comput 2(4): 369-380.
-
(1995)
Evol Comput
, vol.2
, Issue.4
, pp. 369-380
-
-
Ostermeier, A.1
Gawelczyk, A.2
Hansen, N.3
-
53
-
-
67650656214
-
Hybrid algorithms based on harmony search and differential evolution for global optimization
-
ACM, New York, NY, USA
-
Li LP, Wang L (2009) Hybrid algorithms based on harmony search and differential evolution for global optimization. In: GEC '09: Proceedings of the first ACM/SIGEVO summit on genetic and evolutionary computation. ACM, New York, NY, USA, pp 271-278.
-
(2009)
GEC '09: Proceedings of the First ACM/SIGEVO Summit on Genetic and Evolutionary Computation
, pp. 271-278
-
-
Li, L.P.1
Wang, L.2
-
54
-
-
0001008029
-
An efficient method for finding the minimum of a function of several variables without calculating derivatives
-
Powell M (1964) An efficient method for finding the minimum of a function of several variables without calculating derivatives. Comput J 7(2): 155-162.
-
(1964)
Comput J
, vol.7
, Issue.2
, pp. 155-162
-
-
Powell, M.1
-
55
-
-
33846446220
-
Restart procedures for the conjugate gradient method
-
Powell MJD (1977) Restart procedures for the conjugate gradient method. Math Program V12(1): 241-254.
-
(1977)
Math Program
, vol.V12
, Issue.1
, pp. 241-254
-
-
Powell, M.J.D.1
-
57
-
-
59649083826
-
Differential evolution algorithm with strategy adaptation for global numerical optimization
-
Qin AK, Huang VL, Suganthan PN (2009) Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE Trans Evol Comput 13(2): 398-417.
-
(2009)
IEEE Trans Evol Comput
, vol.13
, Issue.2
, pp. 398-417
-
-
Qin, A.K.1
Huang, V.L.2
Suganthan, P.N.3
-
58
-
-
33750076966
-
A unified view on hybrid metaheuristics
-
In: Almeida F, Aguilera MJB, Blum C (eds), Springer
-
Raidl GR (2006) A unified view on hybrid metaheuristics. In: Almeida F, Aguilera MJB, Blum C (eds) Hybrid Metaheuristics, Lecture Notes in Computer Science vol. 4030. Springer, pp 1-12.
-
(2006)
Hybrid Metaheuristics, Lecture Notes in Computer Science
, vol.4030
, pp. 1-12
-
-
Raidl, G.R.1
-
60
-
-
0001723141
-
An automatic method for finding the greatest or least value of a function
-
Rosenbrock H (1960) An automatic method for finding the greatest or least value of a function. Comput J 3(3): 175-184.
-
(1960)
Comput J
, vol.3
, Issue.3
, pp. 175-184
-
-
Rosenbrock, H.1
-
61
-
-
67649280613
-
Hybrid crossover operators with multiple descendents for real-coded genetic algorithms: Combining neighborhood-based crossover operators
-
Sánchez AM, Lozano M, Villar P, Herrera F (2009) Hybrid crossover operators with multiple descendents for real-coded genetic algorithms: combining neighborhood-based crossover operators. Int J Intell Syst 24(5): 540-567.
-
(2009)
Int J Intell Syst
, vol.24
, Issue.5
, pp. 540-567
-
-
Sánchez, A.M.1
Lozano, M.2
Villar, P.3
Herrera, F.4
-
65
-
-
38049028246
-
Gradient based stochastic mutation operators in evolutionary multi-objective optimization
-
Shukla PK (2007) Gradient based stochastic mutation operators in evolutionary multi-objective optimization. In: Adaptive and natural computing algorithms, pp 58-66.
-
(2007)
Adaptive and Natural Computing Algorithms
, pp. 58-66
-
-
Shukla, P.K.1
-
66
-
-
56449118325
-
A local search based evolutionary multi-objective optimization approach for fast and accurate convergence
-
Springer, Berlin, Heidelberg
-
Sindhya K, Deb K, Miettinen K (2008) A local search based evolutionary multi-objective optimization approach for fast and accurate convergence. In: Proceedings of the 10th international conference on parallel problem solving from nature (PPSN). Springer, Berlin, Heidelberg, pp 815-824.
-
(2008)
Proceedings of the 10th International Conference on Parallel Problem Solving from Nature (PPSN)
, pp. 815-824
-
-
Sindhya, K.1
Deb, K.2
Miettinen, K.3
-
67
-
-
77949304137
-
-
DISKI,Infix Publishers, Sankt Augustin, Germany
-
Stützle T (1999) Local search algorithms for combinatorial problems: analysis, improvements, and new applications, DISKI vol. 220. Infix Publishers, Sankt Augustin, Germany.
-
(1999)
Local Search Algorithms for Combinatorial Problems: Analysis, Improvements, and new Applications
, vol.220
-
-
Stützle, T.1
-
68
-
-
38149044386
-
Analyzing the run-time behaviour of iterated local search for the TSP
-
Kluwer Academic Publishers
-
Stützle T, Hoos HH (1999) Analyzing the run-time behaviour of iterated local search for the TSP. In: III Metaheuristics international conference. Kluwer Academic Publishers.
-
(1999)
III Metaheuristics International Conference
-
-
Stützle, T.1
Hoos, H.H.2
-
69
-
-
33747014280
-
Iterated local search for the quadratic assignment problem
-
Stutzle T (2006) Iterated local search for the quadratic assignment problem. Eur J Oper Res 174(3): 1519-1539.
-
(2006)
Eur J Oper Res
, vol.174
, Issue.3
, pp. 1519-1539
-
-
Stutzle, T.1
-
70
-
-
27144437429
-
-
Technical Report, Nanyang Technological University
-
Suganthan PN, Hansen N, Liang JJ, Deb K, Chen Yp, Auger A, Tiwari S (2005) Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization. Technical Report, Nanyang Technological University.
-
(2005)
Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization
-
-
Suganthan, P.N.1
Hansen, N.2
Liang, J.J.3
Deb, K.4
Chen, Y.P.5
Auger, A.6
Tiwari, S.7
-
71
-
-
0036723306
-
A taxonomy of hybrid metaheuristics
-
Talbi E-G (2002) A taxonomy of hybrid metaheuristics. J Heuristics 8(5): 541-564.
-
(2002)
J Heuristics
, vol.8
, Issue.5
, pp. 541-564
-
-
Talbi, E.-G.1
-
72
-
-
79251627173
-
Selecting survivors in genetic algorithm using tabu search strategies
-
Ting C-K, Ko C-F, Huang C-H (2009) Selecting survivors in genetic algorithm using tabu search strategies. Memet Comput 1(3): 191-203.
-
(2009)
Memet Comput
, vol.1
, Issue.3
, pp. 191-203
-
-
Ting, C.-K.1
Ko, C.-F.2
Huang, C.-H.3
-
73
-
-
33845871194
-
Solving the unconstrained optimization problem by a variable neighborhood search
-
Toksari MD, Güner E (2007) Solving the unconstrained optimization problem by a variable neighborhood search. J Math Anal Appl 328(2): 1178-1187.
-
(2007)
J Math Anal Appl
, vol.328
, Issue.2
, pp. 1178-1187
-
-
Toksari, M.D.1
Güner, E.2
-
74
-
-
67149144879
-
Self-adaptive multimethod search for global optimization in real-parameter spaces
-
Vrugt JA, Robinson BA, Hyman JM (2009) Self-adaptive multimethod search for global optimization in real-parameter spaces. IEEE Trans Evol Comput 13(2): 243-259.
-
(2009)
IEEE Trans Evol Comput
, vol.13
, Issue.2
, pp. 243-259
-
-
Vrugt, J.A.1
Robinson, B.A.2
Hyman, J.M.3
-
75
-
-
65149101154
-
Empirical analysis of evolutionary algorithms with immigrants schemes for dynamic optimization
-
Yu X, Tang K, Chen T, Yao X (2009) Empirical analysis of evolutionary algorithms with immigrants schemes for dynamic optimization. Memet Comput 1(1): 3-24.
-
(2009)
Memet Comput
, vol.1
, Issue.1
, pp. 3-24
-
-
Yu, X.1
Tang, K.2
Chen, T.3
Yao, X.4
|