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PPAM
2005
Springer
14 years 3 months ago
The Distributed Stigmergic Algorithm for Multi-parameter Optimization
Abstract. The paper presents a new distributed Multilevel Ant Stigmergy Algorithm (MASA) for minimizing the power losses in an electric motor by optimizing the independent geometri...
Jurij Silc, Peter Korosec
ATAL
2010
Springer
13 years 11 months ago
Influence of different execution models on patrolling ant behaviors: from agents to robots
Generally, swarm models and algorithms consider synchronous agents, i.e., they act simultaneously. This hypothesis does not fit multi-agent simulators nor robotic systems. In this...
Arnaud Glad, Olivier Simonin, Olivier Buffet, Fran...
GECCO
2010
Springer
213views Optimization» more  GECCO 2010»
13 years 10 months ago
Consultant-guided search algorithms for the quadratic assignment problem
Abstract. Consultant-Guided Search (CGS) is a recent swarm intelligence metaheuristic for combinatorial optimization problems, inspired by the way real people make decisions based ...
Serban Iordache
CEC
2010
IEEE
13 years 11 months ago
Two novel Ant Colony Optimization approaches for Bayesian network structure learning
Learning Bayesian networks from data is an N-P hard problem with important practical applications. Several researchers have designed algorithms to overcome the computational comple...
Yanghui Wu, John A. W. McCall, David W. Corne
GECCO
2007
Springer
293views Optimization» more  GECCO 2007»
14 years 4 months ago
Solving the artificial ant on the Santa Fe trail problem in 20, 696 fitness evaluations
In this paper, we provide an algorithm that systematically considers all small trees in the search space of genetic programming. These small trees are used to generate useful subr...
Steffen Christensen, Franz Oppacher