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Puput Budi Wintoro
Fakultas Ilmu Komputer, Informatics & Business Institute Darmajaya Jl. Z.A. Pagar Alam No. 93, Bandar Lampung – Indonesia 35142 Telp. (0721) 787214 Fax. (0721) 700261
Computer Science & IT

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PENERAPAN ALGORITMA GENETIKA UNTUK OPTIMALISASI JADWAL KULIAH DI STKIP MUHAMMADIYAH KOTABUMI Puput Budi Wintoro
Jurnal Informatika Vol 16, No 2 (2016): Jurnal Informatika
Publisher : IIB Darmajaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30873/ji.v16i2.954

Abstract

Genetic algorithms are search algorithms based on natural selection mechanisms and natural genetics. Initially genetics is used as the algorithm for searching the optimal parameters. But in its development, genetic algorithms can be applied to various other problems such as learning, forecasting, searching for the shortest path and so on. Genetic algorithm is widely used in the field of soft computing to obtain optimal parameter values on neural networks as well as fuzzy systems (Suyanto, 2011). Optimization and search techniques based on genetic principles are called genetic algorithms. The genetic algorithm allows a population of many individuals to evolve based on certain selection rules to the maximum fitness state (minimal cost function). Genetic algorithm is one solution that can be used in solving the problem of scheduling the course. The genetic algorithm is based on the mechanisms of natural selection known as biological evolutionary processes such as natural selection, crossover and mutation. Application of this algorithm will save time and cost incurred by the parties.Keywords: genetic algorithm, scheduling, soft computing
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