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DOI: 10.14569/IJACSA.2011.020706
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A Parallel and Concurrent Implementation of Lin-Kernighan Heuristic (LKH-2) for Solving Traveling Salesman Problem for Multi-Core Processors using SPC3 Programming Model

Author 1: Muhammad Ali Ismail
Author 2: Dr. Shahid H. Mirza
Author 3: Dr. Talat Altaf

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 2 Issue 7, 2011.

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Abstract: With the arrival of multi-cores, every processor has now built-in parallel computational power and that can be fully utilized only if the program in execution is written accordingly. This study is a part of an on-going research for designing of a new parallel programming model for multi-core processors. In this paper we have presented a combined parallel and concurrent implementation of Lin-Kernighan Heuristic (LKH-2) for Solving Travelling Salesman Problem (TSP) using a newly developed parallel programming model, SPC3 PM, for general purpose multi-core processors. This implementation is found to be very simple, highly efficient, scalable and less time consuming in compare to the existing LKH-2 serial implementations in multi-core processing environment. We have tested our parallel implementation of LKH-2 with medium and large size TSP instances of TSBLIB. And for all these tests our proposed approach has shown much improved performance and scalability.

Keywords: TSP; Parallel Heuristics; Multi-core processors, parallel programming models.

Muhammad Ali Ismail, Dr. Shahid H. Mirza and Dr. Talat Altaf, “A Parallel and Concurrent Implementation of Lin-Kernighan Heuristic (LKH-2) for Solving Traveling Salesman Problem for Multi-Core Processors using SPC3 Programming Model ” International Journal of Advanced Computer Science and Applications(IJACSA), 2(7), 2011. http://dx.doi.org/10.14569/IJACSA.2011.020706

@article{Ismail2011,
title = {A Parallel and Concurrent Implementation of Lin-Kernighan Heuristic (LKH-2) for Solving Traveling Salesman Problem for Multi-Core Processors using SPC3 Programming Model },
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2011.020706},
url = {http://dx.doi.org/10.14569/IJACSA.2011.020706},
year = {2011},
publisher = {The Science and Information Organization},
volume = {2},
number = {7},
author = {Muhammad Ali Ismail and Dr. Shahid H. Mirza and Dr. Talat Altaf}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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