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GECCO
2008
Springer
115views Optimization» more  GECCO 2008»
14 years 19 days ago
A genetic programming approach to business process mining
The aim of process mining is to identify and extract process patterns from data logs to reconstruct an overall process flowchart. As business processes become more and more comple...
Chris J. Turner, Ashutosh Tiwari, Jörn Mehnen
GECCO
2008
Springer
14 years 19 days ago
Evolving heuristics with genetic programming
Mohamed Bahy Bader-El-Den, Riccardo Poli
GECCO
2008
Springer
130views Optimization» more  GECCO 2008»
14 years 19 days ago
Parsimony pressure made easy
The parsimony pressure method is perhaps the simplest and most frequently used method to control bloat in genetic programming. In this paper we first reconsider the size evolutio...
Riccardo Poli, Nicholas Freitag McPhee
GECCO
2008
Springer
128views Optimization» more  GECCO 2008»
14 years 19 days ago
A multi-objective ant colony approach for pareto-optimization using dynamic programming
Sascha Häckel, Marco Fischer, David Zechel, T...
GECCO
2008
Springer
158views Optimization» more  GECCO 2008»
14 years 19 days ago
Objective reduction using a feature selection technique
This paper introduces two new algorithms to reduce the number of objectives in a multiobjective problem by identifying the most conflicting objectives. The proposed algorithms ar...
Antonio López Jaimes, Carlos A. Coello Coel...
GECCO
2008
Springer
128views Optimization» more  GECCO 2008»
14 years 19 days ago
Multi-agent task allocation: learning when to say no
This paper presents a communication-less multi-agent task allocation procedure that allows agents to use past experience to make non-greedy decisions about task assignments. Exper...
Adam Campbell, Annie S. Wu, Randall Shumaker
GECCO
2008
Springer
206views Optimization» more  GECCO 2008»
14 years 19 days ago
Improving accuracy of immune-inspired malware detectors by using intelligent features
In this paper, we show that a Bio-inspired classifier’s accuracy can be dramatically improved if it operates on intelligent features. We propose a novel set of intelligent feat...
M. Zubair Shafiq, Syed Ali Khayam, Muddassar Faroo...
GECCO
2008
Springer
125views Optimization» more  GECCO 2008»
14 years 19 days ago
Accelerating neuroevolutionary methods using a Kalman filter
Yohannes Kassahun, Jose de Gea, Mark Edgington, Ja...
GECCO
2008
Springer
141views Optimization» more  GECCO 2008»
14 years 19 days ago
Potential fitness for genetic programming
We introduce potential fitness, a variant of fitness function that operates in the space of schemata and is applicable to tree-based genetic programing. The proposed evaluation ...
Krzysztof Krawiec, PrzemysBaw Polewski