 | 2012 |
| 17 |  | Martin Pelikan,
Mark Hauschild:
Distance-Based Bias in Model-Directed Optimization of Additively Decomposable Problems
CoRR abs/1201.2241: (2012) |
| 16 |  | Martin Pelikan,
Mark Hauschild:
Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA
CoRR abs/1203.5443: (2012) |
| 15 |  | Mark Hauschild,
Martin Pelikan,
Kumara Sastry,
David E. Goldberg:
Using Previous Models to Bias Structural Learning in the Hierarchical BOA.
Evolutionary Computation 20(1): 135-160 (2012) |
| 2011 |
| 14 |  | Martin Pelikan,
Mark Hauschild,
Dirk Thierens:
Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm.
GECCO 2011: 1005-1012 |
| 13 |  | Mark Hauschild,
Martin Pelikan:
Advanced neighborhoods and problem difficulty measures.
GECCO 2011: 625-632 |
| 12 |  | Cezary Z. Janikow,
John W. Aleshunas,
Mark Hauschild:
Second order heuristics in ACGP.
GECCO (Companion) 2011: 671-678 |
| 11 |  | Mark Hauschild,
Martin Pelikan:
An introduction and survey of estimation of distribution algorithms.
Swarm and Evolutionary Computation 1(3): 111-128 (2011) |
| 2010 |
| 10 |  | Mark Hauschild,
Martin Pelikan:
Network crossover performance on NK landscapes and deceptive problems.
GECCO 2010: 713-720 |
| 9 |  | Mark Hauschild,
Martin Pelikan:
Performance of Network Crossover on NK Landscapes and Spin Glasses.
PPSN (2) 2010: 462-471 |
| 2009 |
| 8 |  | Mark Hauschild,
Martin Pelikan:
Intelligent bias of network structures in the hierarchical BOA.
GECCO 2009: 413-420 |
| 7 |  | Martin Pelikan,
Kumara Sastry,
David E. Goldberg,
Martin V. Butz,
Mark Hauschild:
Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap.
GECCO 2009: 851-858 |
| 6 |  | Mark Hauschild,
Martin Pelikan,
Kumara Sastry,
Cláudio F. Lima:
Analyzing Probabilistic Models in Hierarchical BOA.
IEEE Trans. Evolutionary Computation 13(6): 1199-1217 (2009) |
| 2008 |
| 5 |  | Mark Hauschild,
Martin Pelikan,
Kumara Sastry,
David E. Goldberg:
Using previous models to bias structural learning in the hierarchical BOA.
GECCO 2008: 415-422 |
| 4 |  | Mark Hauschild,
Martin Pelikan:
Enhancing Efficiency of Hierarchical BOA Via Distance-Based Model Restrictions.
PPSN 2008: 417-427 |
| 3 |  | Cláudio F. Lima,
Martin Pelikan,
David E. Goldberg,
Fernando G. Lobo,
Kumara Sastry,
Mark Hauschild:
Linkage Learning Accuracy in the Bayesian Optimization Algorithm.
Linkage in Evolutionary Computation 2008: 87-107 |
| 2007 |
| 2 |  | Mark Hauschild,
Martin Pelikan,
Cláudio F. Lima,
Kumara Sastry:
Analyzing probabilistic models in hierarchical BOA on traps and spin glasses.
GECCO 2007: 523-530 |
| 1 |  | Cláudio F. Lima,
Martin Pelikan,
David E. Goldberg,
Fernando G. Lobo,
Kumara Sastry,
Mark Hauschild:
Influence of selection and replacement strategies on linkage learning in BOA.
IEEE Congress on Evolutionary Computation 2007: 1083-1090 |