Sinkron : Jurnal dan Penelitian Teknik Informatika
Vol. 6 No. 3 (2022): Article Research Volume 6 Number 3, July 2022

Discrete Optimization Model in Constructing Optimal Decision Tree

Azwar, Nurul Azri (Unknown)
Gultom, Parapat (Unknown)
Sawaluddin, Sawaluddin (Unknown)



Article Info

Publish Date
13 Aug 2022

Abstract

Decision trees have been well studied and widely used in knowledge discovery and decision support systems. One of the applications of binary integer programming to form decision trees or decision making is the knapsack problem. The knapsack problem is an integer programming problem that involves only one constraint. The knapsack problem is generally illustrated with a bag and an item. The problem to be solved is to maximize the price of goods with a certain capacity that can be loaded by a bag with a certain capacity too. In solving the knapsack problem, it can generally be done directly. In this paper we are interested to show how the implicit enumeration method solves the knapsack problem to form an optimal decision tree

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Journal Info

Abbrev

sinkron

Publisher

Subject

Computer Science & IT

Description

Scope of SinkrOns Scientific Discussion 1. Machine Learning 2. Cryptography 3. Steganography 4. Digital Image Processing 5. Networking 6. Security 7. Algorithm and Programming 8. Computer Vision 9. Troubleshooting 10. Internet and E-Commerce 11. Artificial Intelligence 12. Data Mining 13. Artificial ...