Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   discuss and analyze the FPGA-based implementation of an algorithm for the traveling salesman problem (TSP), and in particular of 2-Opt, one of the most famous local optimization algorithms, for Euclidean TSP instances up to a few hundred cities.  introduce the notion of "symmetrical 2-Opt moves" which allows us to uncover fine-grain parallelism when executing the specified algorithm.  propose a novel architecture that exploits this parallelism, and demonstrate its implementation in reconfigurable hardware.  evaluate our proposed architecture and its implementation on a state-of-the-art FPGA using a subset of the TSPLIB benchmark, and find that our approach exhibits better quality of final results and an average speedup of 600% when compared with the state-of-the-art software implementation. Our approach produces, to the best of our knowledge, the fastest to date TSP 2-Opt solver for small-scale Euclidean TSP instances.
['Ioannis Mavroidis', 'Ioannis Papaefstathiou', 'Dionisios N. Pnevmatikatos']
I am writing a research paper on a idea A Fast FPGA-Based 2-Opt Solver for Small-Scale Euclidean Traveling Salesman Problem
[{"from": "human", "value": "I am writing a research paper on a idea A Fast FPGA-Based 2-Opt Solver for Small-Scale Euclidean Traveling Salesman Problem"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   discuss and analyze the FPGA-based implementation of an algorithm for the traveling salesman problem (TSP), and in particular of 2-Opt, one of the most famous local optimization algorithms, for Euclidean TSP instances up to a few hundred cities.  introduce the notion of \"symmetrical 2-Opt moves\" which allows us to uncover fine-grain parallelism when executing the specified algorithm.  propose a novel architecture that exploits this parallelism, and demonstrate its implementation in reconfigurable hardware.  evaluate our proposed architecture and its implementation on a state-of-the-art FPGA using a subset of the TSPLIB benchmark, and find that our approach exhibits better quality of final results and an average speedup of 600% when compared with the state-of-the-art software implementation. Our approach produces, to the best of our knowledge, the fastest to date TSP 2-Opt solver for small-scale Euclidean TSP instances."}]