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AUSAI
2005
Springer
14 years 11 days 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
IMC
2007
ACM
13 years 12 months ago
Understanding the limitations of transmit power control for indoor wlans
A wide range of transmit power control (TPC) algorithms have been proposed in recent literature to reduce interference and increase capacity in 802.11 wireless networks. However, ...
Vivek Shrivastava, Dheeraj Agrawal, Arunesh Mishra...
AAAI
1993
13 years 11 months ago
Towards an Understanding of Hill-Climbing Procedures for SAT
Recently several local hill-climbing procedures for propositional satisability have been proposed, which are able to solve large and di cult problems beyond the reach of conventio...
Ian P. Gent, Toby Walsh
GECCO
2003
Springer
14 years 3 months ago
Understanding EA Dynamics via Population Fitness Distributions
It is clear from the study of complex non-linear systems in general, and evolutionary algorithms (EAs) in particular, that there is no single analysis tool or technique capable of ...
Elena Popovici, Kenneth A. De Jong
JMLR
2010
151views more  JMLR 2010»
13 years 5 months ago
Understanding the difficulty of training deep feedforward neural networks
Whereas before 2006 it appears that deep multilayer neural networks were not successfully trained, since then several algorithms have been shown to successfully train them, with e...
Xavier Glorot, Yoshua Bengio