Title :
The Optimization Estimation of the Yield Per Area Based on Intelligent Computing
Author :
Deng, Chang-jian
Author_Institution :
Dept. of Control Eng., Chengdu Univ. of Inf. Technol., Chengdu
Abstract :
Estimation of the yield per area is useful to increase farmer´s income.In the paper, models of the yield per area based on special 0-1 knapsack problem and multidimensional knapsack problem are presented.In order to slove the problem based on these models, genetic algorithm and ant colony algorithm are designed in the paper. And a special coding graph is designed to slove the knapsack problem.The results of simulation are presented in the paper.lt proves that the model of special 0-1 knapsack problem can slove the problem of optimization estimation of the yield per area based on intelligent computing.
Keywords :
agriculture; genetic algorithms; graph theory; knapsack problems; agricultural yield per area estimation; ant colony algorithm; coding graph; farmer income; genetic algorithm; intelligent computing; multidimensional 0-1 knapsack problem; optimization; Algorithm design and analysis; Computational modeling; Control engineering; Design optimization; Genetic algorithms; Multidimensional systems; Numerical models; Optimization methods; Production; Yield estimation;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5073196
