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Distributed Optimization by Ant Colonies

by Alberto Colorni, Marco Dorigo, Vittorio Maniezzo , 1991
"... Ants colonies exhibit very interesting behaviours: even if a single ant only has simple capabilities, the behaviour of a whole ant colony is highly structured. This is the result of coordinated interactions. But, as communication possibilities among ants are very limited, interactions must be based ..."
Abstract - Cited by 332 (22 self) - Add to MetaCart
pheromone (in varying quantities) on the ground, thus marking the path it followed by a trail of this substance. While an isolated ant moves essentially at random, an ant encountering a previously laid trail can detect it and decide with high probability to follow it, thus reinforcing the trail with its own

Ant-Based Load Balancing in Telecommunications Networks

by Ruud Schoonderwoerd, Owen Holland, Janet Bruten, Leon Rothkrantz , 1996
"... This paper describes a novel method of achieving load balancing in telecommunications networks. A simulated network models a typical distribution of calls between nodes; nodes carrying an excess of traffic can become congested, causing calls to be lost. In addition to calls, the network also support ..."
Abstract - Cited by 205 (2 self) - Add to MetaCart
supports a population of simple mobile agents with behaviours modelled on the trail laying abilities of ants. The ants move across the network between randomly chosen pairs of nodes; as they move they deposit simulated pheromones as a function of their distance from their source node, and the congestion

Annealed importance sampling

by Radford M. Neal - In Statistics and Computing , 2001
"... Abstract. Simulated annealing — moving from a tractable distribution to a distribution of interest via a sequence of intermediate distributions — has traditionally been used as an inexact method of handling isolated modes in Markov chain samplers. Here, it is shown how one can use the Markov chain t ..."
Abstract - Cited by 262 (5 self) - Add to MetaCart
Abstract. Simulated annealing — moving from a tractable distribution to a distribution of interest via a sequence of intermediate distributions — has traditionally been used as an inexact method of handling isolated modes in Markov chain samplers. Here, it is shown how one can use the Markov chain

Joint action: bodies and minds moving together

by Natalie Sebanz, Harold Bekkering, Günther Knoblich - Trends Cogn. Sci , 2006
"... The ability to coordinate our actions with those of others is crucial for our success as individuals and as a species. Progress in understanding the cognitive and neural processes involved in joint action has been slow and sparse, because cognitive neuroscientists have predominantly studied individu ..."
Abstract - Cited by 161 (9 self) - Add to MetaCart
individual minds and brains in isolation. However, in recent years, major advances have been made by investigating perception and action in social context. In this article we outline how studies on joint attention, action observation, task sharing, action coordination and agency contribute

Cooperative Transport By Ants and Robots

by C. Ronald Kube, Eric Bonabeau - ROBOTICS AND AUTONOMOUS SYSTEMS , 1998
"... In several species of ants, workers cooperate to retrieve large prey. Usually, one ant finds a prey item, tries to move it, and, when unsuccessful for some time, recruits nestmates through direct contact or chemical marking. When a group of ants tries to move large prey, the ants change position and ..."
Abstract - Cited by 116 (0 self) - Add to MetaCart
In several species of ants, workers cooperate to retrieve large prey. Usually, one ant finds a prey item, tries to move it, and, when unsuccessful for some time, recruits nestmates through direct contact or chemical marking. When a group of ants tries to move large prey, the ants change position

Review on Computational Trust and Reputation Models

by Jordi Sabater, Carles Sierra - Artificial Intelligence Review (2005 , 2005
"... Abstract. The scientific research in the area of computational mechanisms for trust and reputation in virtual societies is a recent discipline oriented to increase the reli-ability and performance of electronic communities. Computer science has moved from the paradigm of isolated machines to the par ..."
Abstract - Cited by 195 (0 self) - Add to MetaCart
Abstract. The scientific research in the area of computational mechanisms for trust and reputation in virtual societies is a recent discipline oriented to increase the reli-ability and performance of electronic communities. Computer science has moved from the paradigm of isolated machines

Toward a Geography of Trade Costs

by David Hummels , 1999
"... What are the barriers that separate nations? While recent work provides intriguing clues, we have remarkably little concrete evidence as to the nature, size, and shape of barriers. This paper offers direct and indirect evidence on trade barriers, moving us toward a comprehensive geography of trade c ..."
Abstract - Cited by 200 (9 self) - Add to MetaCart
What are the barriers that separate nations? While recent work provides intriguing clues, we have remarkably little concrete evidence as to the nature, size, and shape of barriers. This paper offers direct and indirect evidence on trade barriers, moving us toward a comprehensive geography of trade

Distributed covering by ant-robots using evaporating traces

by Israel A. Wagner, Michael Lindenbaum, Alfred M. Bruckstein - IEEE Transactions on Robotics and Automation , 1999
"... Abstract—Ants and other insects are known to use chemicals called pheromones for various communication and coordination tasks. In this paper, we investigate the ability of a group of robots, that communicate by leaving traces, to perform the task of cleaning the floor of an un-mapped building, or an ..."
Abstract - Cited by 81 (1 self) - Add to MetaCart
Abstract—Ants and other insects are known to use chemicals called pheromones for various communication and coordination tasks. In this paper, we investigate the ability of a group of robots, that communicate by leaving traces, to perform the task of cleaning the floor of an un-mapped building

How fast does Langton’s ant move

by Jean Pierre Boon - J. Stat. Phys , 2001
"... The automaton known as ‘Langton’s ant ’ exhibits a dynamical transition from a disordered phase to an ordered phase where the particle dynamics (the ant) produces a regular periodic pattern (called ‘highway’). Despite the simplicity of its basic algorithm, Langton’s ant has remained a puzzle in term ..."
Abstract - Cited by 3 (0 self) - Add to MetaCart
The automaton known as ‘Langton’s ant ’ exhibits a dynamical transition from a disordered phase to an ordered phase where the particle dynamics (the ant) produces a regular periodic pattern (called ‘highway’). Despite the simplicity of its basic algorithm, Langton’s ant has remained a puzzle

Christodoulou, S (2005) Construction scheduling with artificial agents and the ant colony optimization CONSTRUCTION SCHEDULING WITH ARTIFICIAL AGENTS AND THE ANT COLONY OPTIMIZATION METAHEURISTIC

by Symeon Christodoulou
"... The research outlined in this paper aims the development of a methodology to arrive at critical path calculations in construction networks using Ant Colony Optimization (ACO) algorithms. Ant Colony Optimization is a population-based, artificial multiagent, general-search technique for the solution ..."
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then be followed by other ants in the colony. When choosing their way through the possible path routes, ants smell the deposited pheromone and tend to follow those paths marked by stronger pheromone concentrations. Therefore, while an isolated ant moves essentially at random, an ant encountering a previously
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