Many-Objective Problems: Challenges and Methods
暂无分享,去创建一个
[1] Marco Laumanns,et al. Approximating the Knee of an MOP with Stochastic Search Algorithms , 2008, PPSN.
[2] Evan J. Hughes,et al. Radar Waveform Optimisation as a Many-Objective Application Benchmark , 2007, EMO.
[3] Francesco Mason,et al. Genetic Algorithm with Redundancies for the Vehicle Scheduling Problem , 1995 .
[4] E. Wegman. Hyperdimensional Data Analysis Using Parallel Coordinates , 1990 .
[5] Evan J. Hughes,et al. MSOPS-II: A general-purpose Many-Objective optimiser , 2007, 2007 IEEE Congress on Evolutionary Computation.
[6] Peter J. Fleming,et al. Design of robust fuzzy-logic control systems by multi-objective evolutionary methods with hardware in the loop , 2004, Eng. Appl. Artif. Intell..
[7] Evan J. Hughes,et al. Evolutionary many-objective optimisation: many once or one many? , 2005, 2005 IEEE Congress on Evolutionary Computation.
[8] Carlos A. Coello Coello,et al. Multiobjective Evolutionary Algorithms in Aeronautical and Aerospace Engineering , 2012, IEEE Transactions on Evolutionary Computation.
[9] Lothar Thiele,et al. A Preference-Based Evolutionary Algorithm for Multi-Objective Optimization , 2009, Evolutionary Computation.
[10] Michael Emmerich,et al. Metamodel Assisted Multiobjective Optimisation Strategies and their Application in Airfoil Design , 2004 .
[11] Kalyanmoy Deb,et al. An Investigation of Niche and Species Formation in Genetic Function Optimization , 1989, ICGA.
[12] Peter J. Fleming,et al. An Overview of Evolutionary Algorithms in Multiobjective Optimization , 1995, Evolutionary Computation.
[13] Timoleon Kipouros,et al. Multi-objective aerodynamic design optimisation , 2004 .
[14] Kalyanmoy Deb,et al. Finding Knees in Multi-objective Optimization , 2004, PPSN.
[15] Peter J. Fleming,et al. Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization , 1993, ICGA.
[16] Kalyanmoy Deb,et al. A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimisation: NSGA-II , 2000, PPSN.
[17] Xin Yao,et al. How well do multi-objective evolutionary algorithms scale to large problems , 2007, 2007 IEEE Congress on Evolutionary Computation.
[18] Indraneel Das. On characterizing the “knee” of the Pareto curve based on Normal-Boundary Intersection , 1999 .
[19] Mario Köppen,et al. Substitute Distance Assignments in NSGA-II for Handling Many-objective Optimization Problems , 2007, EMO.
[20] Marco Laumanns,et al. Computing Gap Free Pareto Front Approximations with Stochastic Search Algorithms , 2010, Evolutionary Computation.
[21] Peter J. Fleming,et al. Multiobjective optimization and multiple constraint handling with evolutionary algorithms. II. Application example , 1998, IEEE Trans. Syst. Man Cybern. Part A.
[22] Nicola Beume,et al. Pareto-, Aggregation-, and Indicator-Based Methods in Many-Objective Optimization , 2007, EMO.
[23] David W. Corne,et al. Quantifying the Effects of Objective Space Dimension in Evolutionary Multiobjective Optimization , 2007, EMO.
[24] Thomas Hanne,et al. Consequences of dropping nonessential objectives for the application of MCDM methods , 1999, Eur. J. Oper. Res..
[25] Andrzej P. Wierzbicki,et al. A parallel multiple reference point approach for multi-objective optimization , 2010, Eur. J. Oper. Res..
[26] Joachim Wegener,et al. A highly configurable test system for evolutionary black-box testing of embedded systems , 2009, GECCO '09.
[27] Peter J. Fleming,et al. Multiobjective optimization and multiple constraint handling with evolutionary algorithms. I. A unified formulation , 1998, IEEE Trans. Syst. Man Cybern. Part A.
[28] Torsten Bertram,et al. Multi-Objective Optimization with Controlled Model Assisted Evolution Strategies , 2009, Evolutionary Computation.
[29] Kyriakos C. Giannakoglou,et al. A multi-objective metamodel-assisted memetic algorithm with strength-based local refinement , 2009 .
[30] Marco Farina,et al. A fuzzy definition of "optimality" for many-criteria optimization problems , 2004, IEEE Trans. Syst. Man Cybern. Part A.
[31] Eckart Zitzler,et al. Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization , 2006, PPSN.
[32] Soon-Thiam Khu,et al. An Investigation on Preference Order Ranking Scheme for Multiobjective Evolutionary Optimization , 2007, IEEE Transactions on Evolutionary Computation.
[33] Peter J. Fleming,et al. Conflict, Harmony, and Independence: Relationships in Evolutionary Multi-criterion Optimisation , 2003, EMO.
[34] Thomas Hanne,et al. Global Multiobjective Optimization with Evolutionary Algorithms: Selection Mechanisms and Mutation Control , 2001, EMO.
[35] Saúl Zapotecas Martínez,et al. A Memetic Algorithm with Non Gradient-Based Local Search Assisted by a Meta-model , 2010, PPSN.
[36] Hisao Ishibuchi,et al. Adaptation of Scalarizing Functions in MOEA/D: An Adaptive Scalarizing Function-Based Multiobjective Evolutionary Algorithm , 2009, EMO.
[37] Christer Carlsson,et al. Multiple criteria decision making: The case for interdependence , 1995, Comput. Oper. Res..
[38] Tong Heng Lee,et al. Multiobjective Evolutionary Algorithms and Applications , 2005, Advanced Information and Knowledge Processing.
[39] A. Messac,et al. Smart Pareto filter: obtaining a minimal representation of multiobjective design space , 2004 .
[40] K. Deb. Solving goal programming problems using multi-objective genetic algorithms , 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).
[41] Theodor J. Stewart,et al. Real-World Applications of Multiobjective Optimization , 2008, Multiobjective Optimization.
[42] Marco Laumanns,et al. Scalable multi-objective optimization test problems , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).
[43] Eckart Zitzler,et al. Improving hypervolume-based multiobjective evolutionary algorithms by using objective reduction methods , 2007, 2007 IEEE Congress on Evolutionary Computation.
[44] Marco Laumanns,et al. Performance assessment of multiobjective optimizers: an analysis and review , 2003, IEEE Trans. Evol. Comput..
[45] C. A. Murthy,et al. Unsupervised Feature Selection Using Feature Similarity , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[46] Gary B. Lamont,et al. Evolutionary Algorithms for Solving Multi-Objective Problems , 2002, Genetic Algorithms and Evolutionary Computation.
[47] Rolf Drechsler,et al. Multi-objected Optimization in Evolutionary Algorithms Using Satisfiability Classes , 1999, Fuzzy Days.
[48] R. Lyndon While,et al. A Scalable Multi-objective Test Problem Toolkit , 2005, EMO.
[49] Indraneel Das. A preference ordering among various Pareto optimal alternatives , 1999 .
[50] Joshua D. Knowles,et al. ParEGO: a hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems , 2006, IEEE Transactions on Evolutionary Computation.
[51] Carlos A. Coello Coello,et al. On the Influence of the Number of Objectives on the Hardness of a Multiobjective Optimization Problem , 2011, IEEE Transactions on Evolutionary Computation.
[52] Kazuhiro Nakahashi,et al. Multidisciplinary Design Optimization and Data Mining for Transonic Regional-Jet Wing , 2007 .
[53] Daisuke Sasaki,et al. Visualization and Data Mining of Pareto Solutions Using Self-Organizing Map , 2003, EMO.
[54] Patrick M. Reed,et al. Many-Objective Evolutionary Optimisation and Visual Analytics for Product Family Design , 2011, Multi-objective Evolutionary Optimisation for Product Design and Manufacturing.
[55] Kiyoshi Tanaka,et al. Local dominance and local recombination in MOEAs on 0/1 multiobjective knapsack problems , 2007, Eur. J. Oper. Res..
[56] Matthias Ehrgott,et al. Multicriteria Optimization , 2005 .
[57] Carlos A. Coello Coello,et al. Online Objective Reduction to Deal with Many-Objective Problems , 2009, EMO.
[58] Kalyanmoy Deb,et al. Light beam search based multi-objective optimization using evolutionary algorithms , 2007, 2007 IEEE Congress on Evolutionary Computation.
[59] Piotr Woniak,et al. Preferences in multi-objective evolutionary optimisation of electric motor speed control with hardware in the loop , 2011 .
[60] H. Kita,et al. Failure of Pareto-based MOEAs: does non-dominated really mean near to optimal? , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).
[61] Kalyanmoy Deb,et al. Reference point based multi-objective optimization using evolutionary algorithms , 2006, GECCO.
[62] Peter J. Bentley,et al. Finding Acceptable Solutions in the Pareto-Optimal Range using Multiobjective Genetic Algorithms , 1998 .
[63] Olivier Teytaud,et al. On the Hardness of Offline Multi-objective Optimization , 2007, Evolutionary Computation.
[64] M. Farina,et al. On the optimal solution definition for many-criteria optimization problems , 2002, 2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622).
[65] Kiyoshi Tanaka,et al. Genetic Diversity and Effective Crossover in Evolutionary Many-objective Optimization , 2011, LION.
[66] Carlos A. Coello Coello,et al. Preference incorporation to solve many-objective airfoil design problems , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).
[67] Carlos A. Coello Coello,et al. Objective reduction using a feature selection technique , 2008, GECCO '08.
[68] Hisao Ishibuchi,et al. Evolutionary many-objective optimization: A short review , 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).
[69] Qingfu Zhang,et al. MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition , 2007, IEEE Transactions on Evolutionary Computation.
[70] Andrzej Jaszkiewicz,et al. The 'Light Beam Search' approach - an overview of methodology and applications , 1999, Eur. J. Oper. Res..
[71] Marco Laumanns,et al. Combining Convergence and Diversity in Evolutionary Multiobjective Optimization , 2002, Evolutionary Computation.
[72] Eckart Zitzler,et al. Indicator-Based Selection in Multiobjective Search , 2004, PPSN.
[73] Kiyoshi Tanaka,et al. Controlling Dominance Area of Solutions and Its Impact on the Performance of MOEAs , 2007, EMO.
[74] Kalyanmoy Deb,et al. A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..