author dr. ir. D. Thierens

techrep_id file title / author UU-CS-2003-047 ps.gz Evolutionary Markov chain Monte Carlo

Madalina M. Drugan, Dirk ThierensUU-CS-2003-046 ps.gz Convergence Time Analysis for the Multi-objective Counting Ones Problem

Dirk ThierensUU-CS-2002-056 ps.gz Adaptive mutation rate control schemes in genetic algorithms

Dirk ThierensUU-CS-2002-055 ps.gz Predictive measures for problem representation and genetic operator design

Dirk ThierensUU-CS-2002-054 ps.gz Random Keys on ICE: Marginal Product Factorized Probability Distributions in Permutation Optimization

Peter A. N. Bosman, Dirk ThierensUU-CS-2002-053 ps.gz Permutation Optimization by Iterated Estimation of Random Keys Marginal Product Factorizations

Peter A. N. Bosman and Dirk ThierensUU-CS-2002-052 ps.gz A Thorough Documentation of Obtained Results on Real-Valued Continious and Combinatorial Multi-Objective Optimization Problems Using Diversity Preserving Mixture-Based Iterated Density Estimation Evolutionary Algorithms

Peter A. N. Bosman, Dirk ThierensUU-CS-2002-015 ps.gz On the design and analysis of competent GAs

Steven van Dijk, Dirk Thierens, Mark de BergUU-CS-2001-59 ps.gz Multi-objective mixture based iterated density estimation evolutionary algorithms

Dirk Thierens and Peter A. N. BosmanUU-CS-2001-53 Exploiting gradient information in continuous iterated density estimation evolutionary algorithms

Peter A. N. Bosman and Dirk ThierensUU-CS-2001-52 New IDEAs and more ICE by learning and using unconditional permutation factorizations

Peter A. N. Bosman and Dirk ThierensUU-CS-2001-51 Advancing continuous IDEAs with mixed distributions and factorization selection metrics

Peter A. N. Bosman and Dirk ThierensUU-CS-2001-50 Crossing the road to efficient IDEAs for permutation problems

Peter A. N. Bosman and Dirk ThierensUU-CS-2000-45 ps.gz Mixed IDEAs

P. A. N. Bosman, D. ThierensUU-CS-2000-36 ps.gz Negative log-likelihood and statistical hypothesis testing as the basis of model selection in IDEAs

P. A. N. Bosman, D. ThierensUU-CS-2000-32 ps.gz Using genetic algorithms for solving hard problems in GIS

S. van Dijk, D. Thierens, M. T. de BergUU-CS-2000-26 ps.gz Expanding from discrete to continuous estimation of distribution algorithms: The IDEA

P. A. N. Bosman, D. ThierensUU-CS-2000-15 ps.gz Continuous iterated density estimation evolutionary algorithms within the IDEA framework

P. A. N. Bosman, D. ThierensUU-CS-2000-11 ps.gz IDEAs based on the normal kernels probability density function

P. A. N. Bosman, D. ThierensUU-CS-1999-49 ps.gz A case study of a multiobjective elitist recombinative genetic algorithm with coevolutionary sharing

M. Neef, D. Thierens, H. ArciszweskiUU-CS-1999-48 ps.gz On the scalability of simple genetic algorithms

D. ThierensUU-CS-1999-47 ps.gz Estimating the significant non-linearities in the genome problem-coding

D. ThierensUU-CS-1999-46 ps.gz An algorithmic framework for density estimation based evolutionary algorithms

P. A. N. Bosman, D. ThierensUU-CS-1999-11 ps.gz On the modelling of evolutionary algorithms

P. A. N. Bosman, D. ThierensUU-CS-1999-10 ps.gz Linkage information processing in distribution estimation algorithms

P. A. N. Bosman, D. ThierensUU-CS-1998-49 ps.gz Domino convergence, drift, and the temporal-salience structure of problems

D. Thierens, D. E. Goldberg, A. G. PereiraUU-CS-1998-48 ps.gz Selection schemes, elitist recombination, and selection intensity

D. ThierensUU-CS-1998-47 ps.gz Dimensional analysis of Allele-Wise mixing revisited

D. ThierensUU-CS-1998-46 ps.gz Non-redundant genetic coding of neural networks

D. ThierensUU-CS-1998-41 ps.gz Robust genetic algorithms for high quality map labeling

S. van Dijk, D. Thierens, M. T. de Berg

@TECHREPORT{UUCS2003047, author = {Drugan, Madalina~M. and Thierens, Dirk}, year = 2003, title = {Evolutionary Markov chain Monte Carlo }, number = {UU-CS-2003-047}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2003/2003-047.ps.gz}}, pubcat = {techreport} }

@TECHREPORT{UUCS2003046, author = {Thierens, Dirk}, year = 2003, title = {Convergence Time Analysis for the Multi-objective Counting Ones Problem}, number = {UU-CS-2003-046}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2003/2003-046.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2003/2003-046.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS2002056, author = {Thierens, Dirk}, year = 2002, title = {Adaptive mutation rate control schemes in genetic algorithms}, number = {UU-CS-2002-056}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-056.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-056.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS2002055, author = {Thierens, Dirk}, year = 2002, title = {Predictive measures for problem representation and genetic operator design}, number = {UU-CS-2002-055}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-055.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-055.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS2002054, author = {Bosman, Peter~A.~N. and Thierens, Dirk}, year = 2002, title = {Random Keys on ICE: Marginal Product Factorized Probability Distributions in Permutation Optimization}, number = {UU-CS-2002-054}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-054.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-054.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS2002053, author = {Bosman, Peter~A.~N. and Thierens, Dirk}, year = 2002, title = {Permutation Optimization by Iterated Estimation of Random Keys Marginal Product Factorizations}, number = {UU-CS-2002-053}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-053.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-053.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS2002052, author = {Bosman, Peter~A.~N. and Thierens, Dirk}, year = 2002, title = {A Thorough Documentation of Obtained Results on Real-Valued Continious and Combinatorial Multi-Objective Optimization Problems Using Diversity Preserving Mixture-Based Iterated Density Estimation Evolutionary Algorithms}, number = {UU-CS-2002-052}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-052.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-052.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS2002015, author = {Dijk, Steven~van and Thierens, Dirk and Berg, Mark~de}, year = 2002, title = {On the design and analysis of competent GAs}, number = {UU-CS-2002-015}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-015.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2002/2002-015.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200159, author = {Thierens, Dirk and Bosman, Peter~A.~N.}, year = 2001, title = {Multi-objective mixture based iterated density estimation evolutionary algorithms}, number = {UU-CS-2001-59}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2001/2001-59.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2001/2001-59.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200153, author = {Bosman, Peter~A.~N. and Thierens, Dirk}, year = 2001, title = {Exploiting gradient information in continuous iterated density estimation evolutionary algorithms}, number = {UU-CS-2001-53}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2001/2001-53.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200152, author = {Bosman, Peter~A.~N. and Thierens, Dirk}, year = 2001, title = {New IDEAs and more ICE by learning and using unconditional permutation factorizations}, number = {UU-CS-2001-52}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2001/2001-52.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200151, author = {Bosman, Peter~A.~N. and Thierens, Dirk}, year = 2001, title = {Advancing continuous IDEAs with mixed distributions and factorization selection metrics}, number = {UU-CS-2001-51}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2001/2001-51.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200150, author = {Bosman, Peter~A.~N. and Thierens, Dirk}, year = 2001, title = {Crossing the road to efficient IDEAs for permutation problems}, number = {UU-CS-2001-50}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2001/2001-50.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200045, author = {Bosman, P.~A.~N. and Thierens, D.}, year = 2000, title = {Mixed IDEAs}, number = {UU-CS-2000-45}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-45.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-45.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200036, author = {Bosman, P.~A.~N. and Thierens, D.}, year = 2000, title = {Negative log-likelihood and statistical hypothesis testing as the basis of model selection in IDEAs}, number = {UU-CS-2000-36}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-36.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-36.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200032, author = {Dijk, S.~van and Thierens, D. and Berg, M.~T.~de}, year = 2000, title = {Using genetic algorithms for solving hard problems in GIS}, number = {UU-CS-2000-32}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-32.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-32.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200026, author = {Bosman, P.~A.~N. and Thierens, D.}, year = 2000, title = {Expanding from discrete to continuous estimation of distribution algorithms: The IDEA}, number = {UU-CS-2000-26}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-26.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-26.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200015, author = {Bosman, P.~A.~N. and Thierens, D.}, year = 2000, title = {Continuous iterated density estimation evolutionary algorithms within the IDEA framework}, number = {UU-CS-2000-15}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-15.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-15.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS200011, author = {Bosman, P.~A.~N. and Thierens, D.}, year = 2000, title = {IDEAs based on the normal kernels probability density function}, number = {UU-CS-2000-11}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-11.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-2000/2000-11.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199949, author = {Neef, M. and Thierens, D. and Arciszweski, H.}, year = 1999, title = {A case study of a multiobjective elitist recombinative genetic algorithm with coevolutionary sharing}, number = {UU-CS-1999-49}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-49.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-49.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199948, author = {Thierens, D.}, year = 1999, title = {On the scalability of simple genetic algorithms}, number = {UU-CS-1999-48}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-48.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-48.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199947, author = {Thierens, D.}, year = 1999, title = {Estimating the significant non-linearities in the genome problem-coding}, number = {UU-CS-1999-47}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-47.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-47.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199946, author = {Bosman, P.~A.~N. and Thierens, D.}, year = 1999, title = {An algorithmic framework for density estimation based evolutionary algorithms}, number = {UU-CS-1999-46}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-46.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-46.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199911, author = {Bosman, P.~A.~N. and Thierens, D.}, year = 1999, title = {On the modelling of evolutionary algorithms}, number = {UU-CS-1999-11}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-11.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-11.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199910, author = {Bosman, P.~A.~N. and Thierens, D.}, year = 1999, title = {Linkage information processing in distribution estimation algorithms}, number = {UU-CS-1999-10}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-10.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1999/1999-10.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199849, author = {Thierens, D. and Goldberg, D.~E. and Pereira, A.~G.}, year = 1998, title = {Domino convergence, drift, and the temporal-salience structure of problems}, number = {UU-CS-1998-49}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-49.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-49.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199848, author = {Thierens, D.}, year = 1998, title = {Selection schemes, elitist recombination, and selection intensity}, number = {UU-CS-1998-48}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-48.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-48.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199847, author = {Thierens, D.}, year = 1998, title = {Dimensional analysis of Allele-Wise mixing revisited}, number = {UU-CS-1998-47}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-47.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-47.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199846, author = {Thierens, D.}, year = 1998, title = {Non-redundant genetic coding of neural networks}, number = {UU-CS-1998-46}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-46.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-46.pdf}}, pubcat = {techreport} }

@TECHREPORT{UUCS199841, author = {Dijk, S.~van and Thierens, D. and Berg, M.~T.~de}, year = 1998, title = {Robust genetic algorithms for high quality map labeling}, number = {UU-CS-1998-41}, institution = {Department of Information and Computing Sciences, Utrecht University}, urlps = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-41.ps.gz}}, urlpdf = {{http://www.cs.uu.nl/research/techreps/repo/CS-1998/1998-41.pdf}}, pubcat = {techreport} }