Research on Multi-Objective Optimization of Wireless Sensor Network Layout Based on Genetic Algorithm
Genetic algorithm is a kind of heuristic search algorithm,which can simulate the natural selection and genetic mechanism to solve the optimization problems,and it is suitable for dealing with these complex problems containing multiple conflicting objectives.This paper takes the wireless sensor network layout problem as an example,constructs a multi-objective mathematical model to represent the multi-objective optimization problem of wireless sensor network layout,describes the optimization path of genetic algorithm in this problem.The research results show that the optimized network layout is more effective,which proves the effectiveness of genetic algorithm in solving the wireless sensor network layout problem.
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