Intelligent Computerised System Towards Implementing a Lining-Layout Optimisation Strategy
This project presents the strategies for optimizing planting areas. The three strategies considered for preparing field lining; 1) 60' line-direction 2) selecting the best line-direction for single block and 3) selecting the best line-directions for many separate blocks, might lead to differ...
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| Main Authors: | , , , , |
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| Format: | Conference Paper |
| Language: | English |
| Published: |
2013
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| Subjects: | |
| Online Access: | http://ddms.usim.edu.my/handle/123456789/6193 |
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| Institution: | Universiti Sains Islam Malaysia |
| Language: | English |
| Summary: | This project presents the strategies for optimizing planting areas. The three strategies
considered for preparing field lining; 1) 60' line-direction 2) selecting the best line-direction
for single block and 3) selecting the best line-directions for many separate blocks, might
lead to different numbers of trees. Thus, an application named Lining-Layout Planning by
Intelligent Computerized System (LLP-ICS) is introduced to choose the best strategy by
incorporation of lining representation and shape assignment techniques. Because there
are many possible solutions with ambiguous results, a novelty of Genetic Algorithm (GA)
for lining-layout with focusing on the two approaches which are assigning the determined
random values to the genes of chromosome and avoiding the same solution of optimal
blocks occurs, was applied to suggest the optimal solution intelligently. The aim of this
study was to suggest the best strategy among the various area coordinates tested. In
addition, the capability of the application by novel GA was also examined. The results
indicated that the LLP-ICS produces a consistent solution with feasible results and less
number of repetition processes lead to reduce the computation time. |
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