Monotonic optimization for sensor cover energy problem |
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Authors: | Pham Thi Hoai Hoang Tuy |
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Affiliation: | 1.School of Applied Mathematics and Informatics,Hanoi University of Science and Technology,Hanoi,Vietnam;2.Institute of Mathematics,Hanoi,Vietnam |
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Abstract: | We study the sensor cover energy problem (SCEP) in wireless communication—a difficult nonconvex problem with nonconvex constraints. A local approach based on DC programming called DCA was proposed by Astorino and Miglionico (Optim Lett 10(2):355–368, 2016) for solving this problem. In the present paper, we propose a global approach to (SCEP) based on the theory of monotonic optimization. By using an appropriate reformulation of (SCEP) we propose an algorithm for finding quickly a local optimal solution along with an efficient algorithm for computing a global optimal solution. Computational experiments are reported which demonstrate the practicability of the approach. |
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