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primary topic: IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM

IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM
type: Article
abstract: Permasalahan optimasi sering kali ditemukan pada kehidupan sehari-hari, seperti permasalahan investasi, penentuan rute pendistribusian barang dan penentuan jadwal piket di rumah sakit, dll. Permasalahan investasi termasuk kedalam Knapsack Problem (KP). KP merupakan permasalahan optimasi kombinatorik dan permasalahan NP-Hard. Berbagai penelitian telah dilakukan dan melaporkan beberapa metode konvensional yang dianggap mampu untuk menyelesaikan permasalahan KP. Meskipun demikian, beberapa metode konvensional masih sangat sulit untuk mendapatkan solusi optimal dengan waktu yang relatif cepat karena KP merupakan permasalahan NP-Hard. Maka, pada penelitian ini dikembangkan suatu model GA sebagai salah satu metode heuristik untuk menyelesaikanKP. GA merupakan algoritma yang dikembangkan meniru proses evolusi alamiah pada makhluk hidup. Tahap-tahap pencarian solusi optimal pada GA yaitu inisialisasi, evaluasi, pindah silang, mutasi dan seleksi. Proses inisialisasi dilakukan dengan dua tipe pembangkitan kandidat solusi. Pertama, kandidat solusi dibangkitkan langsung pada ruang solusi yang layak (directedGA).Kedua, kandidat solusi dibangkitkan secara acak (randomly GA). Strategi penalti sebagai metode untuk mengevaluasi kandidat solusi dan menangani kendala menjadi fokus pada penelitian ini. Uji coba dilakukan pada test problem yang ada pada literatur. Hasil penelitian mencatat strategi penalti dengan directed GA lebih cocokdibandingkandenganrandomlyGA. KataKunci:GeneticAlgorithm(GA),KnapsackProblem(KP),Strategi Penalti. ABSTRACT Optimization problems have many function in a real life, such as for select investments, for determine the distribution of goods and for determine the picket schedules in the hospitals, etc. Investment issues are included into the knapsack problem. Knapsack problem is a combinatorial optimization problem that belongs to the NP-Hard problem. Some of conventional methods have been reportedtosolveit.However several methodsare still veryhard toget an op…
date: 2015-08-06
status: published
author list: authors
type: EPrint
type: OtherEPrint
is part of: repository
has document: IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
has document: IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)

IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (File PDF)
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FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM
type: Organization

1117032052 Riska Malinda
type: Person
given name: 1117032052
family name: Riska Malinda

IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM (Other)
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HTML Summary of #12925 IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM
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primary topic: IMPLEMENTASI GENETIC ALGORITHM (GA) BERBASIS STRATEGI PENALTI PADA KNAPSACK PROBLEM

QA76 Computer software
type: Concept