?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PENGGUNAAN+ALGORITMA+PARTICLE+SWARM+OPTIMIZATION%0D%0APADA+PENDUGAAN+PARAMETER+DISTRIBUSI+GAMMA+DUA%0D%0A%0D%0APARAMETER&rft.creator=Obit+Ahmad+Al+Falah%2C+1717031084&rft.subject=510+Matematika&rft.description=Parameter+estimation+is+one+of+the+most+widely+used+topics+in+several+studies.+One%0D%0Aof+the+parameter+estimation+methods+that+often+to+used+is+Maximum+Likelihood%0D%0AEstimation+(MLE)+method.+In+the+process+of+solving+it%2C+the+MLE+method+produces%0D%0Anon-linear+equations+that+generally+cannot+be+solved+analytically.+Therefore%2C+in%0D%0Asolving+the+solution+used+a+numerical+approach.+Many+methods+are+used+to+solve%0D%0Anon-linear+equations%2C+including+calculus-based+and+heuristic-based.+Particle+Swarm%0D%0A%0D%0AOptimization+Algorithm+(PSO)+is+a+heuristic+method+used+in+solving+population-%0D%0Abased+optimization+problems.+Gamma+distribution+is+a+probability+density+function%0D%0A%0D%0Adistribution+that+is+usually+applied+to+the+length+of+time+in+work.+In+this+study%2C+the%0D%0Aapplication+of+the+PSO+algorithm+to+the+estimation+of+the+two-parameters+Gamma%0D%0Adistribution+was+studied.+To+compare+the+results+from+PSO%2C+parameter+estimates%0D%0Awere+also+calculated+using+the+Newton-Raphson+method.+Based+on+the+results%0D%0Aobtained+with+the+data+used%2C+PSO+obtains+results+close+to+the+Newton-Raphson%0D%0Amethod.+So+the+PSO+algorithm+is+effectively+used+to+estimate+the+two-parameters%0D%0AGamma+distribution.%0D%0A%0D%0AKeywords+%3A+Gamma+distribution%2C+estimating+parameters%2C+Particle+Swarm%0D%0AOptimization%0D%0APendugaan+parameter+merupakan+salah+satu+topik+yang+banyak+dipakai+dalam%0D%0Abeberapa+penelitian.+Salah+satu+metode+pendugaan+parameter+yang+sering%0D%0Adigunakan+adalah+Maximum+Likelihood+Estimation+(MLE).+Dalam+proses%0D%0Apenyelesaiannya%2C+metode+MLE+menghasilkan+persamaan+non-linier+yang+secara%0D%0Aumum+tidak+bisa+diselesaikan+secara+analitik.+Oleh+karena+itu%2C+dalam+penyelesaian%0D%0Asolusi+persamaannya+digunakan+pendekatan+numerik.+Banyak+metode+yang+sering%0D%0Adigunakan+untuk+menyelesaikan+persamaan+non-linier%2C+diantaranya+berbasis%0D%0Akalkulus+dan+berbasis+heuristik.+Algoritma+Particle+Swarm+Optimization+(PSO)%0D%0Amerupakan+salah+satu+metode+heuristik+yang+digunakan+dalam+penyelesaian%0D%0Amasalah+optimasi+berbasis+populasi.+Distribusi+Gamma+merupakan+distribusi+fungsi%0D%0Apadat+peluang+yang+biasa+diaplikasikan+dalam+lamanya+waktu+dalam+pekerjaan.%0D%0APada+penelitian+ini+dikaji+penerapan+algoritma+PSO+pada+pendugaan+parameter%0D%0Adistribusi+Gamma+dua+parameter.+Sebagai+pembanding+hasil+dari+PSO%2C+penaksiran%0D%0Aparameter+juga+dilakukan+dengan+metode+Newton-Raphson.+Berdasarkan+hasil%0D%0Ayang+didapat+dengan+data+yang+digunakan%2C+PSO+mendapatkan+hasil+yang+mendekati%0D%0Ahasil+dari+metode+Newton-Raphson.+Sehingga+algoritma+PSO+efektif+digunakan%0D%0Auntuk+melakukan+pendugaan+parameter+distribusi+Gamma+dua+parameter.%0D%0AKata+kunci+%3A+distribusi+Gamma%2C+parameter+penduga%2C+Particle+Swarm+Optimization&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2021&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F62582%2F1%2FABSTRAK%2520-%2520OBIT%2520AHMAD%2520AL%2520FALAH%2520-%2520obit%2520ahmad.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F62582%2F2%2FSKRIPSI%2520FULL%2520-%2520OBIT%2520AHMAD%2520AL%2520FALAH%2520-%2520obit%2520ahmad.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F62582%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN%2520-%2520OBIT%2520AHMAD%2520AL%2520FALAH%2520-%2520obit%2520ahmad.pdf&rft.identifier=++Obit+Ahmad+Al+Falah%2C+1717031084++(2021)+PENGGUNAAN+ALGORITMA+PARTICLE+SWARM+OPTIMIZATION+PADA+PENDUGAAN+PARAMETER+DISTRIBUSI+GAMMA+DUA+PARAMETER.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F62582%2F