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» Information Exchange in Multi Colony Ant Algorithms
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JAIR
1998
195views more  JAIR 1998»
8 years 8 months ago
AntNet: Distributed Stigmergetic Control for Communications Networks
This paper introduces AntNet, a novel approach to the adaptive learning of routing tables in communications networks. AntNet is a distributed, mobile agents based Monte Carlo syst...
Gianni Di Caro, Marco Dorigo
GECCO
2006
Springer
173views Optimization» more  GECCO 2006»
8 years 12 months ago
Ant colony optimization technique for equilibrium assignment in congested transportation networks
This paper deals with transport user equilibrium. A modified version of the ant colony system is proposed where the ant colony heuristic is adapted in order to take into account a...
Matteo Matteucci, Lorenzo Mussone
GECCO
2003
Springer
142views Optimization» more  GECCO 2003»
9 years 1 months ago
Revisiting Elitism in Ant Colony Optimization
Ant Colony Optimization (ACO) has been applied successfully in solving the Traveling Salesman Problem. Marco Dorigo et al. used Ant System (AS) to explore the Symmetric Traveling S...
Tony White, Simon Kaegi, Terri Oda
JNW
2008
124views more  JNW 2008»
8 years 8 months ago
A Position Based Ant Colony Routing Algorithm for Mobile Ad-hoc Networks
Position based routing algorithms use the knowledge of the position of nodes for routing of packets in mobile ad-hoc networks. Previously proposed position based routing algorithms...
Shahab Kamali, Jaroslav Opatrny
HIS
2004
8 years 9 months ago
Stigmergy in Multi Agent Reinforcement Learning
In this paper, we describe how certain aspects of the biological phenomena of stigmergy can be imported into multiagent reinforcement learning (MARL), with the purpose of better e...
Raghav Aras, Alain Dutech, François Charpil...
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