| Presentation | 2022-08-05 A chaotic search method for Electric Vehicle Routing Problems with Time Windows that allow Partial Recharging in recharge stations Jun Adachi, Takafumi Matsuura, Takayuki Kimura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The rapid increase of delivery goods and shortage of drivers causes the construction of efficient delivery routes that minimize vehicle usage and their total distance in the transportation companies. Furthermore, using electric vehicles that reduce CO2 emissions enables us to achieve carbon neutrality. Perspectives, recent studies on solving vehicle routing problems used electric vehicles. As a solving method for the electric vehicle routing problems with time windows, the Tabu Search(TS) method has been proposed. In this study, we employ a chaotic search method, which shows higher searching performance than TS, for solving the electric vehicle routing problem with time windows. From numerical experiments, we confirmed that the chaotic search method is more effective in reducing the number of vehicles than the TS method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Electric Vehicle Routing Problems with Time Windows / Combinatorial optimization problems / Chaotic dynamics / Chaos search / Metaheuristics |
| Paper # | CCS2022-38 |
| Date of Issue | 2022-07-28 (CCS) |
| Conference Information | |
| Committee | IN / CCS |
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| Conference Date | 2022/8/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido University(Centennial Hall) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Network Science, Future Network, Cloud/SDN/Virtualization, Contents Delivery/Contents Exchange, and others |
| Chair | Kunio Hato(Internet Multifeed) / Megumi Akai(Hokkaido Univ.) |
| Vice Chair | Tsutomu Murase(Nagoya Univ.) / Hidehiro Nakano(Tokyo City Univ.) / Masaki Aida(TMU) |
| Secretary | Tsutomu Murase(KDDI Research) / Hidehiro Nakano(Nagaoka Univ. of Tech.) / Masaki Aida(NTT) |
| Assistant | / Hiroyuki Yasuda(Univ. of Tokyo) / Hiroyasu Ando(Tsukuba Univ.) / Tomoyuki Sasaki(Shonan Inst. of Tech.) / Miki Kobayashi(Rissho Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Information Networks / Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A chaotic search method for Electric Vehicle Routing Problems with Time Windows that allow Partial Recharging in recharge stations |
| Sub Title (in English) | |
| Keyword(1) | Electric Vehicle Routing Problems with Time Windows |
| Keyword(2) | Combinatorial optimization problems |
| Keyword(3) | Chaotic dynamics |
| Keyword(4) | Chaos search |
| Keyword(5) | Metaheuristics |
| 1st Author's Name | Jun Adachi |
| 1st Author's Affiliation | Nippon Institute of Technology(NIT) |
| 2nd Author's Name | Takafumi Matsuura |
| 2nd Author's Affiliation | Nippon Institute of Technology(NIT) |
| 3rd Author's Name | Takayuki Kimura |
| 3rd Author's Affiliation | Nippon Institute of Technology(NIT) |
| Date | 2022-08-05 |
| Paper # | CCS2022-38 |
| Volume (vol) | vol.122 |
| Number (no) | CCS-145 |
| Page | pp.pp.60-65(CCS), |
| #Pages | 6 |
| Date of Issue | 2022-07-28 (CCS) |