An Empirical Study of Off-Line Configuration and On-Line Adaptation in Operator Selection
暂无分享,去创建一个
Zhi Yuan | Hoong Chuin Lau | Stephanus Daniel Handoko | Duc Thien Nguyen | Zhi Yuan | D. Nguyen | S. D. Handoko | H. Lau
[1] Martin J. Oates,et al. On Fitness Distributions and Expected Fitness Gain of Mutation Rates in Parallel Evolutionary Algorithms , 2002, PPSN.
[2] Carlos Ansótegui,et al. A Gender-Based Genetic Algorithm for the Automatic Configuration of Algorithms , 2009, CP.
[3] Thomas Stützle,et al. An analysis of parameter adaptation in reactive tabu search , 2014, Int. Trans. Oper. Res..
[4] Kevin Leyton-Brown,et al. SATzilla: Portfolio-based Algorithm Selection for SAT , 2008, J. Artif. Intell. Res..
[5] Jens Gottlieb,et al. Evolutionary Computation in Combinatorial Optimization , 2006, Lecture Notes in Computer Science.
[6] Peter J. Angeline,et al. Adaptive and Self-adaptive Evolutionary Computations , 1995 .
[7] Roberto Rossi,et al. Synthesizing Filtering Algorithms for Global Chance-Constraints , 2009, CP.
[8] Peter Auer,et al. Finite-time Analysis of the Multiarmed Bandit Problem , 2002, Machine Learning.
[9] Michèle Sebag,et al. Extreme Value Based Adaptive Operator Selection , 2008, PPSN.
[10] Zhi Yuan,et al. Reinforcement learning for adaptive operator selection in memetic search applied to quadratic assignment problem , 2014, GECCO.
[11] Zhi Yuan,et al. Automated Parameter Tuning Framework for Heterogeneous and Large Instances: Case Study in Quadratic Assignment Problem , 2013, LION.
[12] Simon M. Lucas,et al. Parallel Problem Solving from Nature - PPSN X, 10th International Conference Dortmund, Germany, September 13-17, 2008, Proceedings , 2008, PPSN.
[13] Dirk Thierens,et al. An Adaptive Pursuit Strategy for Allocating Operator Probabilities , 2005, BNAIC.
[14] Catherine C. McGeoch. Analyzing algorithms by simulation: variance reduction techniques and simulation speedups , 1992, CSUR.
[15] Zbigniew Michalewicz,et al. Parameter Control in Evolutionary Algorithms , 2007, Parameter Setting in Evolutionary Algorithms.
[16] Michèle Sebag,et al. Toward comparison-based adaptive operator selection , 2010, GECCO '10.
[17] Thomas Bartz-Beielstein,et al. Experimental Methods for the Analysis of Optimization Algorithms , 2010 .
[18] Vincenzo Cutello,et al. Parallel Problem Solving from Nature - PPSN XII , 2012, Lecture Notes in Computer Science.
[19] Michèle Sebag,et al. Dynamic Multi-Armed Bandits and Extreme Value-Based Rewards for Adaptive Operator Selection in Evolutionary Algorithms , 2009, LION.
[20] Zbigniew Michalewicz,et al. Parameter Setting in Evolutionary Algorithms , 2007, Studies in Computational Intelligence.
[21] Thomas Stützle,et al. F-Race and Iterated F-Race: An Overview , 2010, Experimental Methods for the Analysis of Optimization Algorithms.
[22] Martin L. Puterman,et al. Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .
[23] Roberto Battiti,et al. The Reactive Tabu Search , 1994, INFORMS J. Comput..
[24] Mauro Brunato,et al. Reactive Search and Intelligent Optimization , 2008 .
[25] Thomas Stützle,et al. Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms , 2011, Swarm Intelligence.
[26] Thomas Stützle,et al. New Benchmark Instances for the QAP and the Experimental Analysis of Algorithms , 2004, EvoCOP.
[27] Éric D. Taillard,et al. Robust taboo search for the quadratic assignment problem , 1991, Parallel Comput..
[28] Panos M. Pardalos,et al. Quadratic Assignment and Related Problems , 1994 .
[29] Thomas Stützle,et al. A Racing Algorithm for Configuring Metaheuristics , 2002, GECCO.
[30] Holger H. Hoos,et al. Programming by optimization , 2012, Commun. ACM.
[31] Bernd Freisleben,et al. Fitness landscape analysis and memetic algorithms for the quadratic assignment problem , 2000, IEEE Trans. Evol. Comput..
[32] Mauro Birattari,et al. Tuning Metaheuristics - A Machine Learning Perspective , 2009, Studies in Computational Intelligence.
[33] Juan Julián Merelo Guervós,et al. Parallel Problem Solving from Nature — PPSN VII , 2002, Lecture Notes in Computer Science.
[34] Marimuthu Palaniswami,et al. Computational Intelligence: A Dynamic System Perspective , 1995 .
[35] Franz Rendl,et al. QAPLIB – A Quadratic Assignment Problem Library , 1997, J. Glob. Optim..
[36] Thomas Bartz-Beielstein,et al. Sequential Model-Based Parameter Optimization: an Experimental Investigation of Automated and Interactive Approaches , 2010, Experimental Methods for the Analysis of Optimization Algorithms.
[37] Thomas Stützle,et al. A critical analysis of parameter adaptation in ant colony optimization , 2011, Swarm Intelligence.
[38] Thomas Stützle,et al. Off-line and On-line Tuning: A Study on Operator Selection for a Memetic Algorithm Applied to the QAP , 2011, EvoCOP.
[39] Thomas Stützle,et al. An analysis of post-selection in automatic configuration , 2013, GECCO '13.
[40] Eric Monfroy,et al. Autonomous Search , 2012, Springer Berlin Heidelberg.
[41] Helio J. C. Barbosa,et al. Adaptive Operator Selection at the Hyper-level , 2012, PPSN.