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HeuristicLab
HeuristicLab is a software environment for heuristic and evolutionary algorithms, developed by members of the Heuristic and Evolutionary Algorithm…
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.NET Framework
Bin packing problem
CMA-ES
Cross-validation (statistics)
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Papers overview
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2016
2016
Analysis of uncertainty in engineering design optimization problems
Philipp Fleck
,
M. Kommenda
,
M. Affenzeller
,
Thorsten Prante
2016
Corpus ID: 156052434
In this paper, we analyze popular benchmark instances in the field of engineering design optimization regarding the robustness of…
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2015
2015
Optimization of coefficients of lists of polynomials by evolutionary algorithms
J. Pons
,
Stephan M. Winkler
2015
Corpus ID: 57798265
The authors thank Franz Winkler at the Research Institute for Symbolic Computation, Johannes Kepler University Linz, for his…
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2015
2015
Classification of the States of Human Adaptive Immune Systems by Analyzing Immunoglobulin and T Cell Receptors Using ImmunExplorer
Susanne Schaller
,
Johannes Weinberger
,
Raúl Jiménez-Heredia
,
M. Danzer
,
Stephan M. Winkler
International Conference/Workshop on Computer…
2015
Corpus ID: 36154368
The behavior and actions of the human adaptive immune system and its key players, namely B and T cells, are often hard to…
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2015
2015
Concise Supply-Chain Simulation Optimization for Large Scale Logistic Networks
Erik Pitzer
,
G. Kronberger
Computational Intelligence and Efficiency in…
2015
Corpus ID: 7516011
Optimization of supply chains and logistic networks have been largely addressed by simulation-based optimization. The logistics…
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2014
2014
Integrated simulation and optimization in HeuristicLab
A. Beham
,
G. Kronberger
,
+4 authors
M. Affenzeller
2014
Corpus ID: 209088845
Process simulation has many applications that are closely related to optimization. Finding optimal steering parameters for the…
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2013
2013
Towards an Object-Oriented Pattern Proposal for Heuristic Structures of Diverse Abstraction Levels
E. Urra
,
D. Cabrera-Paniagua
2013
Corpus ID: 3804262
In the optimisation field, the term heuristic is associated with mechanisms for problem solving, ranging from simple algorithms…
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2013
2013
On the use of estimated tumour marker classifications in tumour diagnosis prediction - a case study for breast cancer
Stephan M. Winkler
,
M. Affenzeller
,
+5 authors
H. Stekel
International Journal of Simulation and Process…
2013
Corpus ID: 1546337
In this article, we describe the use of tumour marker estimation models in the prediction of tumour diagnoses. In previous works…
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2012
2012
Using Genetic Programming in Nonlinear Model Identification
Stephan M. Winkler
,
M. Affenzeller
,
Stefan Wagner
,
G. Kronberger
,
M. Kommenda
2012
Corpus ID: 60564032
In this paper we summarize the use of genetic programming (GP) in nonlinear system identification: After giving a short…
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2009
2009
Model Driven Rapid Prototyping of Heuristic Optimization Algorithms
Stefan Wagner
,
G. Kronberger
,
A. Beham
,
Stephan M. Winkler
,
M. Affenzeller
International Conference/Workshop on Computer…
2009
Corpus ID: 18309987
In this paper the authors describe a model driven approach for the development of heuristic optimization algorithms. Based on a…
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2009
2009
Agent-Based Simulation of Dispatching Rules in Dynamic Pickup and Delivery Problems
A. Beham
,
Monika Kofler
,
Stefan Wagner
,
M. Affenzeller
2nd International Symposium on Logistics and…
2009
Corpus ID: 17905655
This work treats the topic of solving dynamic pickup and delivery problems, also known as dial-a-ride problems. A simulation…
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