Ana Fitria, Baiti Najihah, M. Paris, Muh. Fajaruddin Atsnan, Maisea Ledua Nareki
{"title":"Motivation, self-regulated learning, and their effects on learning outcomes of derivative materials during the Covid-19 pandemic","authors":"Ana Fitria, Baiti Najihah, M. Paris, Muh. Fajaruddin Atsnan, Maisea Ledua Nareki","doi":"10.21831/jrpm.v8i2.42184","DOIUrl":"https://doi.org/10.21831/jrpm.v8i2.42184","url":null,"abstract":"The study aims to identify the effect of learning motivation and self-regulated learning on learning achievement in “Derivative” learning materials in Trigonometry Functions. The study was field research using the ex-post facto design and quantitative approach during the Covid-19 Pandemic. The population was all grade XII students of a state Islamic senior high school in South Kalimantan, Indonesia. The samples of 24 students were selected using the purposive sampling technique. The data were gathered using a questionnaire and test and through documentation and interview. The data were analysed using the descriptive statistics and the inferential statistics consisting of normality test, linearity test, multicollinearity test, heteroscedasticity test, and multiple linear regression. The result shows that there is an effect of motivation and learning independence during the Covid-19 pandemic, which contributed 90.9% in increasing mathematics learning outcomes, and the rest was affected by other variables. This result is based on the results of F-test (Fcount = 104.948 Ftable =3.47) at the significance level of 5% with a multiple linear regression model Ῠ= 13.557+0.435 X1+0.395 X2 + ɛ.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48666385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The effectiveness of treffinger’s learning model in increasing the creativity and mathematics achievement of gifted students","authors":"Kana Hidayati, N. Nandini, M. Adnan","doi":"10.21831/jrpm.v8i2.43397","DOIUrl":"https://doi.org/10.21831/jrpm.v8i2.43397","url":null,"abstract":"This study aims to describe the difference in creativity and mathematics achievement between gifted students who were taught by Treffinger's learning and those who thought by the expository learning in trigonometry material. This study is a quasi-experiment using a pretest-posttest group design with a population of all gifted students in class X of a State Senior High School in Bali, Indonesia. The sample was established randomly. Observation sheets, pre-test, post-test, and student creativity questionnaires were used, all of which have been validated. The data were analyzed descriptively and inferentially with the paired sample t-test to test the mean difference of the pre-test and post-test data. The results show that the average creativity of students in the experimental class is significantly higher by 9.46 points than that of the control class. In terms of mathematics learning achievement, the average gain score in the experimental class increased significantly by 58.365 points. It can be concluded that Treffinger’s learning is effective in increasing creativity and mathematics achievement of gifted students in trigonometry material.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42759737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An analysis of mathematics understanding of prospective student-teachers of mathematics","authors":"A. Mahmudi","doi":"10.21831/jrpm.v8i2.44422","DOIUrl":"https://doi.org/10.21831/jrpm.v8i2.44422","url":null,"abstract":"This quantitative-qualitative descriptive study aims to reveal the mathematics understanding of prospective student-teachers, describe the types of their mistakes in mathematics understanding, and recommend appropriate teaching of mathematics understanding. The subjects were 34 first-year students taking the Geometry course in the Mathematics Education Study Program, at a State University in Yogyakarta, Indonesia. The test instrument was consisting of four items, two of which were about the problems of procedural instrumental understanding and the other two were about the problems of relational understanding. The data were analyzed through the stages of reducing data, presenting data, and concluding data. The results show that students' mathematical understanding is categorized as good (87.75%). Students' procedural instrumental understanding (87.75%) is better than their relational understanding (77.52%) which is in good and sufficient categories, respectively. Some students made mistakes in representing theorems, performing mathematical procedural using appropriate concepts/theorems, and interpreting conclusions or proofs using appropriate notation and representation. It is recommended that mathematical learning should prioritize relational understanding by exploring a concept with other concepts and using various representations, situations, and contexts. Learning should focus more on relational understanding, namely discussing a concept and its relationship with other concepts with different representations, situations, and contexts.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47961009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Pengaruh adversity quotient dan task commitment terhadap kemampuan pemecahan masalah matematika","authors":"Rina Wiji Kartika, Priarti Megawanti, A. Hakim","doi":"10.21831/jrpm.v8i2.36831","DOIUrl":"https://doi.org/10.21831/jrpm.v8i2.36831","url":null,"abstract":"Penelitian ini bertujuan untuk mendeskripikan: (1) pengaruh adversity quotient dan task commitment secara bersama-sama terhadap kemampuan pemecahan masalah matematika; (2) pengaruh adversity quotient terhadap kemampuan pemecahan masalah matematika; dan (3) pengaruh task commitment terhadap kemampuan pemecahan masalah matematika. Metode penelitian adalah survei korelasional dengan teknik analisis regresi ganda. Sampel penelitian terdiri dari 83 siswa SMK di Jakarta Selatan yang diambil dengan teknik simple random sampling. Instrumen untuk mengukur adversity quotient dan task commitment menggunakan angket tertutup, sementara kemampuan pemecahan masalah matematika diukur dengan tes uraian. Hasil penelitian menunjukkan bahwa: (1) terdapat pengaruh positif signifikan adversity quotient dan task commitment secara bersama-sama terhadap kemampuan pemecahan masalah matematika dengan kontribusi sebesar 12,3%; (2) terdapat pengaruh positif signifikan adversity quotient terhadap kemampuan pemecahan masalah matematika dengan kontribusi sebesar 5%; dan (3) terdapat pengaruh positif signifikan task commitment terhadap kemampuan pemecahan masalah matematika dengan kontribusi sebesar 7,3%.AbstractThis research aims to reveal: (1) the effect of adversity quotient and task commitment on mathematical problem solving abilities, (2) the effect of adversity quotient on mathematical problem solving abilities, and (3) the effect of task commitment on mathematical problem solving abilities. This research was a correlational survey with multiple regression analysis technique. The sample was 83 students of three state vocational high schools in South Jakarta, Indonesia, established using the random sampling technique. The instrument to measure independent variables (adversity quotient and task commitment) is a closed questionnaire and that to measure the dependent variable (the mathematical problem solving abilities) is a mathematics description test. The results show that: (1) there is a positive effect of adversity quotient and task commitment together on mathematical problem solving ability, with a contribution of 12.3%; (2) there is a positive effect of adversity quotient on mathematical problem solving abilities, with a contribution of 5%; (3) there is a positive effect of task commitment on the mathematical problem solving abilities, with a contribution of 7.3%.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44520717","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Students' mathematical reasoning ability in solving post-Covid-19 PISA model math problems","authors":"Linda Linda, I. Asyura","doi":"10.21831/jrpm.v8i2.44739","DOIUrl":"https://doi.org/10.21831/jrpm.v8i2.44739","url":null,"abstract":"This study aims to describe the reasoning abilities of high school students in Pandeglang Regency, Indonesia in solving post-Covid-19 PISA model math problems. The subjects of this study were 80 students of two state senior high schools in Pandeglang Regency, Indonesia. The data collection used a written test consisting of four description questions in the form of PISA model math questions (levels 2, 3, 4, and 5), and were through interviews and documentation. The data analysis followed the steps of data reduction, data presentation, and conclusion drawing. The results show that the reasoning abilities of Pandeglang Regency high school students in post-Covid-19 are fair in following the rules of inference, checking the validity of arguments, proving, drawing logical conclusions, using patterns, analyzing mathematical situations, and generalizing. However, the reasoning abilities were very poor in providing explanations of models, facts, characteristics, and relationships; constructing valid arguments; and studying conjectures. Thus, it can be concluded that the mathematical reasoning ability of Pandeglang Regency senior high school students is poor when measured using the PISA Post-Covid-19 model of mathematics questions.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47125620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Keefektifan pendekatan STEM berbantuan Wolfram Alpha pada pembelajaran matematika ditinjau dari motivasi dan kemandirian belajar","authors":"A. Argianti, Sri Andayani","doi":"10.21831/jrpm.v8i2.35263","DOIUrl":"https://doi.org/10.21831/jrpm.v8i2.35263","url":null,"abstract":"Penelitian ini bertujuan untuk mendeskripsikan keefektifan pendekatan STEM berbantuan Wolfram Alpha ditinjau dari motivasi dan kemandirian belajar. Penelitian ini merupakan penelitian eksperimen semu dengan populasi seluruh siswa kelas VIII di salah satu SMP Negeri di Pati, Jawa Tengah, Indonesia. Sampel penelitian ini adalah siswa di satu kelas VIII yang dibagi menjadi 2, yaitu kelas eksperimen (kelompok siswa bernomor absen ganjil) dan kelas kontrol (kelompok siswa bernomor absen genap) dengan banyaknya siswa berturut-turut 16 dan 15 siswa. Data dikumpulkan menggunakan angket motivasi dan kemandirian belajar. Analisis data menggunakan uji t untuk mendeskripsikan keefektifan pendekatan STEM berbantuan Wolfram Alpha ditinjau dari masing-masing variabel. Hasil penelitian menunjukkan bahwa (1) pendekatan STEM berbantuan Wolfram Alpha efektif ditinjau dari motivasi, dan (2) pendekatan STEM berbantuan Wolfram Alpha efektif ditinjau dari kemandirian belajar. Hasil analisis keefektifan pendekatan STEM berbantuan Wolfram Alpha ditinjau dari motivasi ditunjukkan dari nilai t variabel motivasi adalah 4,258 dan nilai signifikan motivasi setelah perlakuan adalah 0,001 kurang dari 0,05. Keefektifan pendekatan STEM berbantuan Wolfram Alpha ditinjau dari kemandirian belajar dibuktikan dari nilai t variabel kemandirian adalah 5,030 dan nilai signifikannya 0,000 kurang dari 0,05.AbstractThis study aims to reveal the effectiveness of Wolfram Alpha-assisted STEM approach in terms of motivation and self-regulated learning. This study was quasi-experimental research. The population were all grade VIII students of a State Junior High School in Pati, Central Java, Indonesia. The sample were students of a class in grade VIII, which is divided into two groups, namely the experimental group (odd-numbered students) and the control group (even-numbered students) with 16 and 15 participating students respectively. The data were collected using questionnaires on motivation and self-regulated learning. The data were analyzed using the t-test to describe the effectiveness of Wolfram Alpha-assisted STEM approach. The result shows that: (1) the Wolfram Alpha-assisted STEM approach is effective in improving motivation; and (2) the Wolfram Alpha-assisted STEM approach is effective in improving self-regulated learning. The results of the analysis of the Wolfram Alpha-assisted STEM approach is effective in terms of motivation with a score of 4.258 and with the significance value of motivation after treatment being 0.001, which is less than 0.05. The Wolfram Alpha-assisted STEM approach is effective in terms of self-regulated learning with a score of 5.030 and with the significance value of 0.000, which is less than 0.05.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48156533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Pengembangan model pembelajaran creative problem solving terintegrasi TPACK untuk meningkatkan kemampuan pemecahan masalah","authors":"Edy Waluyo, N. Nuraini","doi":"10.21831/jrpm.v8i2.39354","DOIUrl":"https://doi.org/10.21831/jrpm.v8i2.39354","url":null,"abstract":"Guru perlu menerapkan model pembelajaran yang mampu mengembangkan kemampuan berpikir tingkat tinggi dan kemampuan pemecahan masalah. Penelitian ini bertujuan untuk mengembangkan model pembelajaran Creative Problem Solving (CPS) terintegrasi TPACK untuk mengembangkan dan meningkatkan kemampuan siswa dalam pemecahan masalah. Penelitian ini merupakan penelitian pengembangan dengan model pengembangan Borg Gall. Sampel penelitian ini adalah siswa kelas VII Sekolah Menengah Petama di Lombok Timur yang berjumlah 30 siswa, yang terdiri dari 12 siswa laki laki dan 18 siswa perempuan. Instrumen yang digunakan untuk mengumpulkan data meliputi pedoman validasi desain pembelajaran CPS terintegrasi TPACK, angket kepraktisan dan tes kemampuan pemecahan masalah pada materi geometri. Analisis data yang digunakan dalam penelitian ini menggunakan analisis deskriptif. Berdasarkan analisis validasi, produk yang dikembangkan termasuk kategori valid yang ditunjukkan oleh skor rata-rata validasi produk oleh 3 ahli yaitu ahli bahasa, ahli materi dan ahli teknologi pembelajaran berturut turut 79,4; 79,9; dan 80,8. Begitu pula dari segi kepraktisan, produk yang dikembangkan juga tergolong praktis dengan rata-rata skor kepraktisan 82,67. Produk juga tergolong efektif dengan persentase keefektifan sebesar 86,67% . Produk yang dikembangkan mempunyai efek potensial dalam kategori tinggi untuk meningkatkan kemampuan siswa dalam pemecahan masalah matematika dengan N-Gain sebesar 0,81.AbstractTeachers need to apply teaching models that enable students to develop high order thinking skills and student problem-solving skills. This research aims to develop TPACK's integrated creative problem solving (CPS) teaching model to improve students' ability to solve problems. This research was developmental research applying Borg Gall development model. The sample was 30 grade VII students of a State Junior High School, in Lombok Timur, Indonesia, consisting of 12 male and 18 female students. The instruments used to collect the data include TPACK integrated CPS learning design validation guidelines, practicality questionnaires, and troubleshooting tests on geometric materials. The data analysis used descriptive analysis. Based on the validation analysis, the developed model was in a valid category as indicated by the average score of product validation by three experts: a linguist, materials expert, and learning technology expert, with scores of 79.4, 79.9, and 80.8 consecutively. Similarly, in terms of practicality, the developed model is also relatively practical with an average practicality score of 82.67. The model is also classified as effective, with an effectiveness percentage of 86.67%. It has a potential effect in the high category to improve students' ability to solve mathematic problems with an n-gain of 0.81.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45511518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nuralfira Putri Hartono, Onoy Rohaeni, Eti Kurniati
{"title":"Menentukan Portofolio Optimal Menggunakan Model Markowitz","authors":"Nuralfira Putri Hartono, Onoy Rohaeni, Eti Kurniati","doi":"10.29313/JRM.V1I1.162","DOIUrl":"https://doi.org/10.29313/JRM.V1I1.162","url":null,"abstract":"The provider company on the covid-19 pandemic became an interest in investors to invest. Investing certainly has a risk then investors must have an analysis to know what to bear during investing is like making a portfolio. In determining the optimal portfolio there are several models that one of them can use is the Markowitz model. Specifies an optimal portfolio with Markowitz models only reserved for investors who want the smallest risk outcome with a particular profit. The results earned for the investor's optimal portfolio could instill its funds on each provider's shares, on W shares with a fund proportion of 0.48%, on X shares with a fund proportion of 50%, on Y shares with a fund proportion of 49.5% and on Z shares with a fund proportion of 0.11%. The optimal portfolio formed gives a portfolio return expectation of 7.53% with a portfolio risk or risk that investors will bear is as much as 9.95%. \u0000Perusahaan provider pada pandemi covid-19 menjadi ketertarikan para investor untuk berinvestasi. Berinvestasi tentunya memiliki risiko maka investor harus memiliki analisis untuk mengetahui apa yang akan ditanggung selama berinvestasi seperti membuat suatu portfolio. Dalam menentukan portfolio optimal ada beberapa model yang dapat digunakan salah satunya adalah model Markowitz. Menentukan portfolio optimal dengan model Markowitz hanya diperuntukan untuk investor yang menginginkan hasil risiko terkecil dengan keuntungan tertentu. Hasil yang diperoleh untuk portfolio optimal investor dapat menanamkan dananya pada masing-masing saham provider, pada saham W dengan proporsi dana sebesar 0,48%, pada saham X dengan proporsi dana sebesar 50%, pada saham Y dengan proporsi dana sebesar 49,5% dan pada saham Z dengan proporsi dana sebesar 0,11%. Portofolio optimal yang terbentuk memberikan return ekspektasi portfolio sebesar 7,53% dengan risiko portfolio atau risiko yang akan ditanggung oleh investor adalah sebesar 9,95%.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":"23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87526191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Penerapan Metode Average Based Fuzzy Time Series Lee Untuk Peramalan Harga Emas Di PT. X","authors":"Nurul Hani Pajriati, Eti Kurniati, Didi Suhaedi","doi":"10.29313/JRM.V1I1.221","DOIUrl":"https://doi.org/10.29313/JRM.V1I1.221","url":null,"abstract":"Gold is one of investment that can provide attractive benefits in the future. One of the advantages of investing in gold is that the value of its assets is not significantly eroded by inflation. Although gold prices tend to be stable, investment risks remain. Therefore we need a method that can help to find out the prediction of the gold price at the time that will be the basis for making a decision. One of them is by using Fuzzy Time Series Lee's method. Fuzzy time series lee's method is a combination of fuzzy logic concepts with time series forecasting that can solve forecasting problems. This article discusses gold price forecasting at PT. Pegadaian from September 1, 2020 to February 28, 2021. From the results of the research conducted, it is known that the prediction of gold price data using average based fuzzy time series lee results in a gold price of Rp. 872,500 and has an error rate based on the MAPE (Mean Absolute Percentage Error) value of 0.4364%. These results include very good criteria. \u0000Emas merupakan salah satu bentuk investasi yang dapat membawa keuntungan menarik di masa yang akan datang. Salah satu keuntungan dari berinvestasi emas adalah nilai asetnya yang tidak tergerus inflasi secara signifikan. Meskipun harga emas cenderung stabil, tetapi resiko investasi emas tetap ada. Maka dari itu perlu suatu metode yang dapat membantu untuk mengetahui prediksi harga emas diwaktu yang akan sebagai dasar untuk membuat suatu keputusan. Salah satunya dengan menggunakan metode Fuzzy Time Series Lee. Metode fuzzy time series lee merupakan gabungan konsep logika fuzzy dengan peramalan time series yang dapat menyelesaikan permasalahan suatu peramalan. Artikel ini mendiskusikan tentang peramalan harga emas di PT. Pegadaian dari tanggal 1 September 2020 sampai tanggal 28 Februari 2021. Dari hasil penelitian yang dilakukan, diketahui bahwa prediksi data harga emas menggunakan average based fuzzy time series lee menghasilkan harga emas sebesar Rp. 872.500 dan memiliki tingkat kesalahan (error) berdasarkan nilai MAPE (Mean Absolute Percentage Error) sebesar 0,4364%. Hasil tersebut termasuk kriteria sangat baik.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":"21 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74175788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Penyelesaian Travelling Salesman Problem dengan Menggunakan Algoritma Artificial Bee Colony","authors":"Hilda Chaerunnissa, Didi Suhaedi, Respitawulan","doi":"10.29313/JRM.V1I1.160","DOIUrl":"https://doi.org/10.29313/JRM.V1I1.160","url":null,"abstract":"Artificial bee colony algorithm is inspired by the honeybee's behavior in finding foods. In finding foods, the bees have 3 divisions that play an important role: the employed bees, the onlooker bees, and the scout bees. In this paper, the artificial bee colony algorithm implemented on the shipping problem conducted by courier. The courier should find the shortest route by passing through each and every specified location and coming back to the first location to deliver the packages in a short time. The efficient route to deliver the packages is solved by optimizing the travelling salesman problem. PT Pos Purwakarta has 18 drop-off locations. Using the artificial bee colony algorithm, the effective route was established with total range of 95.9 km. \u0000Algoritma artificial bee colony ini terinspirasi dari perilaku lebah madu dalam mencari makanan. Dalam mencari makanan lebah tersebut memiliki 3 pembagian kerja, yaitu employed bees, onlooker bees, dan scout bees. Algoritma artificial bee colony dapat diimplementasikan dalam masalah pengiriman paket oleh kurir. Penyelesaian travelling salesman problem menggunakan algoritma artificial bee colony untuk mencari rute terpendek dengan melewati setiap lokasi yang ditentukan tanpa ada yang terlewat dengan kembali lagi ke lokasi awal agar seorang kurir dapat mengantarkan paket-paket tersebut dengan waktu yang singkat, sehingga masalah yang terjadi seorang kurir harus menemukan rute yang efisien di antara rute lainnya agar dapat menjalankan tugas dengan baik. Berdasarkan hasil program yang dilakukan pada 18 lokasi pengantaran oleh seorang kurir dengan menggunakan algoritma Artificial Bee Colony pada studi kasus pengiriman paket PT Pos Purwakarta memperoleh hasil rute dengan total jarak yaitu 95,9 km.","PeriodicalId":31272,"journal":{"name":"Jurnal Riset Pendidikan Matematika","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83440939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}