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Ulfah Mediaty Arief
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Arts Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Mathematics Mechanical Engineering Public Health Social Sciences Other

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Journal : International Journal of Advances in Intelligent Informatics

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An efficient meta-heuristic algorithm for solving capacitated vehicle routing problem Alfian Faiz; Subiyanto Subiyanto; Ulfah Mediaty Arief
International Journal of Advances in Intelligent Informatics Vol 4, No 3 (2018): November 2018
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/ijain.v4i3.244

Abstract

This work aims to develop an enhanced Perturbation based Variable Neighborhood Search with Adaptive Selection Mechanism (PVNS ASM) to solve the capacitated vehicle routing problem (CVRP). This approach combined Perturbation based Variable Neighborhood Search (PVNS) with Adaptive Selection Mechanism (ASM) to control perturbation scheme. Instead of stochastic approach, selection of perturbation scheme used in the algorithm employed an empirical selection based on success rate of each perturbation scheme along the search. The ASM helped algorithm to get more diversification degree and jumping from local optimum condition using most successful perturbation scheme empirically in the search process. A comparative analysis with existing heuristics in the literature has been performed on 21 CVRP benchmarks. The computational results proof that the developed method is competitive and very efficient in achieving high quality solution within reasonable computation time.
Co-Authors Achmad Rifaldi Ade Putra Adhim Bagas Wisnu Aji Aditya Permana Afdam, Delano Hafis Agus Suryanto Ahmad Fashiha Hastawan Alfian Faiz Alrahma, Hanan Iqbal Anan Nugroho Ananda, Bella Risky Anantyo, Andika Andri Setiyawan Anggun Farisyatul Muslimah Arief Yulianto Bagas Perdana Abiyasa Baskoro, Aldo Luhung Baswara, Satsya Yoga Dewi Anggriani Dhidik Prastiyanto Djuniadi Djuniadi Dyah Nurani Setyaningsih Dyah Nurani Setyaningsih Dzulfikar, Andi Muhammad Ekarini, Fitria Eko Supraptono Faiz, Alfian Fathimah, Aisya Febianingrum, Anggun Fia Feddy Setio Pribadi Firdaus, Agung Adi Hanrian Rossa Hartoyo, Adhita Meizaldi Hesti Wahyu Nugroho, Hesti Wahyu I Made Sudana Indah Novi Yarman Intan Dwi Ariyani Maulana, Alfan Mihardja, Soma Moh. Umar Dani Atik Mubarak, Raihan Fa'iq Muhammad Jejen Sukrilah Mukti, Gandhi Satria Nadia, Amalia Khairun Noor Hudallah Nugroho, Anan Nur Iksan Nur Qudus Oktiagi, Radiva Hera Pradana, Irzhafran Ridho Praditya, Ambrosius Lingga Prakoso, Bima Dwi Pramudyo Wicaksono Pranata, Bayu Ari Pranata, Bayu Ari Prasetya, Johanes Adi Prawidana Kurniawan Puji, Nunuk Riza Putra Pratama, Mohammad Hazim Putri Khoirin Nashiroh Qunefi, Fuat Riana Defi Mahadji Putri Rifaldi, Achmad Samsudin Anis Saptriana Suryanto, Saptriana Septariza, Devina Ayu Septiani, Amalia Setiyo Wahyono, Setiyo Shofiani, Diah Sri Sukamta Sri Sukamta Sugeng Purbawanto Sugeng Purbawanto Sukamta, Sri - Sukrina, Nur Fitri Sulistyawan, Vera Noviana Supraptono , Eko Suryani, Titin Suwito Eko Pramono Syahida Mu’aliman Syarif Hidayatulloh Talitha Widiatningrum Tatyantoro Andrasto Tunnisa, Salsabila Wafa', Almas Diqya Wahyu Adi Ramadan Wahyudi, Tri Agus Wibowo, Apriansyah Wibowo, Salvo Eka Yarman, Indah Novi Yeri Sutopo Yulaekha, Novita Rizka Yulaekha, Novita Rizka