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| 1 | Parameter Control of Genetic Algorithms by Learning and Simulation of Bayesian Networks——A Case Study for the Optimal Ordering of Tables显示文摘Parameter setting for evolutionary algorithms is still an important issue in evolutionary computation. There are two main approaches to parameter setting: parameter tuning and parameter control. In this paper, we introduce self-adaptive parameter control of a genetic algorithm based on Bayesian network learning and simulation. The nodes of this Bayesian network are genetic algorithm parameters to be controlled. Its structure captures probabilistic conditional (in)dependence relationships between the parameters. They are learned from the best individuals, i.e., the best configurations of the genetic algorithm. Individuals are evaluated by running the genetic algorithm for the respective parameter configuration. Since all these runs are time-consuming tasks, each genetic algorithm uses a small-sized population and is stopped before convergence. In this way promising individuals should not be lost. Experiments with an optimal search problem for simultaneous row and column orderings yield the same optima as state-of-the-art methods but with a sharp reduction in computational time. Moreover, our approach can cope with as yet unsolved high-dimensional problems. | Concha Bielza Juan A. Fernndez del Pozo Pedro Larranaga | 2013 | Journal of Computer Science & Technology2013，28，4： | 2 |
| 2 | First report of arti- choke downy mildew caused by Bremia lactucae in Ar- gentina 显示文摘 | Carranza M Larran S Alippi H | 2001 | Plant Disease2001，85，： | 1 |
| 3 | A review of feature se- lection techniques in bioinformatics显示文摘 | Saeys Y Inza I Larran aga P | 2007 | Bioinformatics2007，23，19： | 1 |
| 4 | Endophyticfungi in leaves of Lycopersicon esculentum mill显示文摘 | Larran S Monaco C Alippi HE | 2001 | World Journal of Microbiology & Biotechnology2001，17，： | 1 |
| 5 | The Explanatory Factors of Intellectual Capital Disclosure to Financial Analysts 显示文摘 | Garcia- Meca E Larran M Marttnez I | 2005 | European Accounting Review2005，14，1： | 1 |
| 6 | Endophytic fungi in leaves of Lycopersicon esculentum Mill显示文摘 | S. Larran C. Mónaco H.E. Alippi | 2001 | World Journal of Microbiology and Biotechnology2001，，2： | 1 |
| 7 | Etoposide sensitivity of human prostatic cancer cell lines PC-3, DU-145 and LNCaP显示文摘 | Salido M Larran J Lopez A | 1999 | Histol Histopathol1999，14，1： | 1 |
| 8 | Nora Corta: endophytic fungi in healthy soybean leaves显示文摘 | LARRAN S ROLLAN C BRUNO ANGELES H | 2002 | Investigacien Agraria Produccieny Proteccien Vegetales2002，17，1： | 1 |
| 9 | Endophytic fungi in leaves of Ly- copersicon esculentum Mill显示文摘 | Larran S Monaco C Alippi H E | 2001 | World Journal of Microbiology & Bi- otechnology2001，17，： | 1 |
| 10 | Endophytic fungi in leaves of Lycopersicon esculentum Mill显示文摘 | Larran S Monaco C Alippi H E | 2001 | World Journal of Microbiology and Biotechnology2001，17，2： | 1 |
| 11 | Platelet turnover, coagulation factors, and soluble markers of platelet and endothelial activation in essential thrombocythemia: relationship with thrombosis occurrence and JAK2 V617F allele burden 显示文摘 | ARELLANO- RODRIGO E ALVAREZ- LARRAN A REVERTER JC | 2009 | Am J Hematol2009，84，2： | 1 |
| 12 | Isolation and analysis of endophytic microorganisms in wheat (Triticum aestivurn L) leaves显示文摘 | LARRAN S PERELLO A SIMON MR | 2002 | World Journalof Microbiology&Biotechnology2002，18，7： | 1 |
| 13 | First report of Pestalotiopsis guepini on Loquat in Argentina显示文摘 | Perelló A E Larran S Facultad de Cs | 1999 | Plant Disease1999，83，7： | 1 |
| 14 | Effect of the neuropeptides bombesin and calcitonin on the growth of prostate cell lines, PC-3, DU 145, and LNCaP 显示文摘 | Larran Lopez J Aparicio Patino J Lppez Munoz A | 2000 | Aetas Urol Esp2000，24，10： | 1 |
| 15 | First report of Pestalotiopsis guepinion Loquat in Argentina显示文摘 | Perell A E Larran S Facultad de Cs | 1999 | Plant Disease1999，83，7： | 1 |
| 16 | Entropy Spectrum of Black Holes of Heterotic String Theory via Adiabatic Invariance显示文摘Using adiabatic invariance and the Bohr-Sommerfeld quantization rule we investigate the entropy spectroscopy of two black holes of heterotic string theory,the charged GMGHS and the rotating Sen solutions.It is shown that the entropy spectrum is equally spaced in both cases,identically to the spectrum obtained before for Schwarzschild,Reissner-Nordstro¨m and Kerr black holes.Since the adiabatic invariance method does not use quasinormal mode analysis,there is no need to impose the small charge or small angular momentum limits and there is no confusion on whether the real part or the imaginary part of the modes is responsible for the entropy spectrum. | Alexis Larranaga Luis Cabarique Manuel Londono | 2012 | Communications in Theoretical Physics2012，58，10： | 0 |
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