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|Title:||A generalized version of graph-based ant system and its applicability and convergence|
|Source:||Dinh, H.T.,Mamun, A.A.,Huynh, H.T. (2005). A generalized version of graph-based ant system and its applicability and convergence. Advances in Soft Computing (AISC) : 949-958. ScholarBank@NUS Repository.|
|Abstract:||A generalized version of Gutjahr's Graph-based Ant System (GBAS) framework for solving static combinatorial optimization problems is examined in the present paper. A new transition rule which in-tends to balance between the exploration and the exploitation in the search progress of Ant-based algorithms, is added into Gutjahr's GBAS model. As shown in this paper, our generalized model still holds all convergent properties of the GBAS model and may show a promising improvement in solution quality to Ant-based algorithms in literature.|
|Source Title:||Advances in Soft Computing|
|Appears in Collections:||Staff Publications|
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