Lecture Notes in Computer Science, 2009, Volume 5572/2009, 376-383, DOI: 10.1007/978-3-642-02319-4_45

A Hybrid Ant-Based Approach to the Economic Triangulation Problem for Input-Output Tables

Camelia-M. Pintea, Gloria Cerasela Crisan, Camelia Chira and D. Dumitrescu

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Abstract

The Triangulation Problem for Input-Output Matrices has been intensively studied in order to understand the complex series of interactions among the sectors of an economy. The problem refers to finding a simultaneously permutation of rows and columns of a matrix such as the sum of the entries which are above the main diagonal is maximum. This is a linear ordering problem – a well-known NP-hard combinatorial optimization problem. A new hybrid heuristic based on ant algorithms is proposed to efficiently solve the triangulation problem. Starting from a greedy solution, the proposed model hybridizes the Ant Colony System (ACS) metaheuristic with an Insert-Move (IM) local search mechanism able to refine ant solutions. The proposed ACS-IM algorithm is tested with good results on some real-life economic data sets.

Keywords  Linear Ordering Problem - Heuristics - Ant Colony Optimization

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