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EVOW
2009
Springer
14 years 1 months ago
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms
Abstract. This paper proposes a novel Ant Colony Optimisation algorithm for the hierarchical problem of predicting protein functions using the Gene Ontology (GO). The GO structure ...
Fernando E. B. Otero, Alex Alves Freitas, Colin G....
GECCO
2007
Springer
192views Optimization» more  GECCO 2007»
14 years 4 months ago
On the runtime analysis of the 1-ANT ACO algorithm
The runtime analysis of randomized search heuristics is a growing field where, in the last two decades, many rigorous results have been obtained. These results, however, apply pa...
Benjamin Doerr, Frank Neumann, Dirk Sudholt, Carst...
ADHOC
2008
183views more  ADHOC 2008»
13 years 10 months ago
On ant routing algorithms in ad hoc networks with critical connectivity
This paper shows a novel self-organizing approach for routing datagrams in ad hoc networks, called Distributed Ant Routing (DAR). This approach belongs to the class of routing alg...
Laura Rosati, Matteo Berioli, Gianluca Reali
CEC
2009
IEEE
14 years 4 months ago
The Differential Ant-Stigmergy Algorithm applied to dynamic optimization problems
— Many real-world problems are dynamic, requiring an optimization algorithm which is able to continuously track a changing optimum over time. In this paper, we present a stigmerg...
Peter Korosec, Jurij Silc
CEC
2005
IEEE
14 years 3 months ago
Enumerating knight's tours using an ant colony algorithm
In this paper we show how an ant colony optimisation algorithm may be used to enumerate knight’s tours for variously sized chessboards. We have used the algorithm to enumerate al...
Philip Hingston, Graham Kendall