Multi-objective optimization of allocations and locations of incineration facilities with Voronoi diagram and genetic algorithm: Case study of northwest bay area in Chiba prefecture

Taketo Kamikawa, Takashi Hasuike

研究成果: Conference contribution

抄録

This research focuses on the two purposes of maximizing the amount of heat generated by incineration and minimizing the collection distance of waste, in determining allocations and locations of general waste incineration facilities as a case study of Chiba northwest bay area. For these purposes, we propose the multi-objective optimization with Voronoi diagram and genetic algorithm (MOVGA). As for the maximization of the amount of generated heat, we predict the amount by using regression equation of multiple linear regression analysis and formulate it as the set partitioning problem (SPP) to maximize the prediction value. As for the minimization of waste collection distances, we formulate it as the multi-Weber problem. To solve these two problems, we use MOVGA, which has the seeds of the Voronoi diagram as a gene. As a result of the survey using data of 2015 year of Chiba northwest bay area, in the case of 3 facilities it was found that the calorific value increased enough to cover the power of 4,205 households (converted to housing complex) per year despite the increase of 3% t-km per year.

本文言語English
ホスト出版物のタイトル2019 IEEE 11th International Workshop on Computational Intelligence and Applications, IWCIA 2019 - Proceedings
出版社Institute of Electrical and Electronics Engineers Inc.
ページ35-40
ページ数6
ISBN(電子版)9781728124292
DOI
出版ステータスPublished - 2019 11
イベント11th IEEE International Workshop on Computational Intelligence and Applications, IWCIA 2019 - Hiroshima, Japan
継続期間: 2019 11 92019 11 10

出版物シリーズ

名前2019 IEEE 11th International Workshop on Computational Intelligence and Applications, IWCIA 2019 - Proceedings

Conference

Conference11th IEEE International Workshop on Computational Intelligence and Applications, IWCIA 2019
CountryJapan
CityHiroshima
Period19/11/919/11/10

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications

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