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AUSAI
2006
Springer
13 years 10 months ago
An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinfo
The SVM based Recursive Feature Elimination (RFE-SVM) algorithm is a popular technique for feature selection, used in natural language processing and bioinformatics. Recently it wa...
Justin Bedo, Conrad Sanderson, Adam Kowalczyk
AUSAI
2005
Springer
13 years 10 months ago
Understanding the Pheromone System Within Ant Colony Optimization
Abstract. Ant Colony Optimization (ACO) is a collection of metaheuristics inspired by foraging in ant colonies, whose aim is to solve combinatorial optimization problems. We identi...
Stephen Gilmour, Mark Dras
AUSAI
2005
Springer
13 years 10 months ago
A Comparison of Evolutionary Methods for the Discovery of Local Search Heuristics
Abstract. Methods of adaptive constraint satisfaction have recently become of interest to overcome the limitations imposed on “black-box” search algorithms by the no free lunch...
Stuart Bain, John Thornton, Abdul Sattar
ATAL
2005
Springer
13 years 10 months ago
Observation-based proactive communication in team cooperation
Observation and communication are important aspects of agent teamwork. We employ the agent’s observability as the major means for individual agents to reason about the environme...
Yu Zhang, Richard A. Volz, Thomas R. Ioerger
ATAL
2005
Springer
13 years 10 months ago
Rockwell automation agents for manufacturing
The paper provides an overview of the agent-based solutions developed by the Rockwell Automation company for the purposes of industrial control. Using agent-based manufacturing co...
Vladimír Marík, Pavel Vrba, Kenwood ...
ATAL
2005
Springer
13 years 10 months ago
Automated resource-driven mission phasing techniques for constrained agents
A constrained agent is limited in the actions that it can take at any given time, and a challenging problem is to design policies for such agents to do the best they can despite t...
Jianhui Wu, Edmund H. Durfee
APN
2006
Springer
13 years 10 months ago
How Expressive Are Petri Net Schemata?
Petri net schemata are an intuitive and expressive approach to describe high-level Petri nets. A Petri net schema is a Petri net with edges and transitions inscribed by terms and B...
Andreas Glausch, Wolfgang Reisig
APN
2006
Springer
13 years 10 months ago
From Petri Nets to Differential Equations - An Integrative Approach for Biochemical Network Analysis
Abstract. We report on the results of an investigation into the integration of Petri nets and ordinary differential equations (ODEs) for the modelling and analysis of biochemical n...
David Gilbert, Monika Heiner
APN
2006
Springer
13 years 10 months ago
Invariant Based Programming
Program verification is usually done by adding specifications and invariants to the program and then proving that the verification conditions are all true. This makes program verif...
Ralph-Johan Back
ANTSW
2006
Springer
13 years 10 months ago
ACO Applied to Switch Engine Scheduling in a Railroad Yard
Jodelson A. Sabino, Thomas Stützle, Mauro Bir...