Ant Colony Optimization and Swarm Intelligence

Ant Colony Optimization and Swarm Intelligence

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The series of biannual international conferences a€œANTS a€“ International C- ference on Ant Colony Optimization and Swarm Intelligencea€, now in its sixth edition, was started ten years ago, with the organization of ANTSa€™98. As some readers might recall, the ?rst edition of ANTS was titled a€œANTSa€™98 a€“ From Ant Colonies to Arti?cial Ants: First International Workshop on Ant Colony Op- mization. a€ In fact, at that time the focus was mainly on ant colony optimization (ACO), the ?rst swarm intelligence algorithm to go beyond a pure scienti?c interest and to enter the realm of real-world applications. Interestingly, in the ten years after the ?rst edition there has been a gr- ing interest not only for ACO, but for a number of other studies that belong more generally to the area of swarmintelligence. The rapid growth of the swarm intelligence ?eld is attested by a number of indicators. First, the number of s- missions and participants to the ANTS conferences has steadily increased over the years. Second, a number of international conferences in computational - telligence and related disciplines organize workshops on subjects such as swarm intelligence, ant algorithms, ant colony optimization, and particle swarm op- mization. Third, IEEE startedorganizing, in 2003, the IEEE SwarmIntelligence Symposium (in order to maintain unity in this growing ?eld, we are currently establishingacooperationagreementbetweenIEEE SISandANTSsoastohave 1 IEEE SIS in odd years and ANTS in even years). Last, the Swarm Intelligence journal was born.Our MACS algorithm is applied both to academic real-like problem instances and to a real-world instance which has more peculiarities than the others. It corresponds to the assembly process of the Nissan Pathfinder engine, developed at theanbsp;...

Title:Ant Colony Optimization and Swarm Intelligence
Author:Marco Dorigo, Mauro Birattari, Christian Blum, Maurice Clerc, Thomas Stützle, Alan Winfield
Publisher:Springer - 2008-09-20


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