LIU ZIANG 劉子昂

Researcher Number	30908166
Other IDs	https://orcid.org/0000-0002-1364-3502
Affiliation (Current)	2025: 法政大学, 理工学部, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 岡山大学, 環境生命自然科学学域, 助教 2022: 岡山大学, 自然科学学域, 助教
Review Section/Research Field	Principal Investigator Basic Section 25010:Social systems engineering-related Except Principal Investigator Basic Section 25010:Social systems engineering-related
Keywords	Principal Investigator 深層強化学習 / 説明可能なAI / 意思決定 / 最適化 / 強化学習 / 在庫管理 Except Principal Investigator データ駆動最適化 / サイバーフィジカルシステム / 動的モデル構成基盤 / マルチエージェントシステム / データ駆動リアルタイム最適化 / スマートサプライチェーン

Developing explainable decision support systems for inventory management using deep reinforcement learningPrincipal Investigator
- Principal Investigator
  
  劉子昂
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Okayama University
Development of Data-Driven Optimization Fundamentals for Supply Chains Using Dynamic Model Construction Platform
- Principal Investigator
  
  西竜志
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Okayama University

All 2024 2023 2022

All Journal Article Presentation

[Journal Article] Surrogate-assisted evolutionary optimization for perishable inventory management in multi-echelon distribution systems2024
- Author(s)
  Liu Ziang、Nishi Tatsushi
- Journal Title
  
  Expert Systems with Applications
  
  Volume: 238 Pages: 122179-122179
- DOI
  10.1016/j.eswa.2023.122179
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K13514
[Journal Article] Data-driven evolutionary computation for service constrained inventory optimization in multi-echelon supply chains2023
- Author(s)
  Liu Ziang、Nishi Tatsushi
- Journal Title
  
  Complex & Intelligent Systems
  
  Volume: 10 Issue: 1 Pages: 825-846
- DOI
  10.1007/s40747-023-01179-0
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K13514
[Journal Article] Adaptive heterogeneous particle swarm optimization with comprehensive learning strategy2022
- Author(s)
  LIU Ziang、NISHI Tatsushi
- Journal Title
  
  JAMDSM
  
  Volume: 16 Issue: 4 Pages: JAMDSM0035-JAMDSM0035
- DOI
  10.1299/jamdsm.2022jamdsm0035
- ISSN
  1881-3054
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K22983
[Journal Article] Distributed Optimization for Supply Chain Planning for Multiple Companies Using Subgradient Method and Consensus Control2022
- Author(s)
  Debuchi Naoto、Nishi Tatsushi、Liu Ziang
- Journal Title
  
  IFIP Advances in Information and Communication Technology
  
  Volume: 664 Pages: 216-223
- DOI
  10.1007/978-3-031-16411-8_27
- ISBN
  9783031164101, 9783031164118
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K22983
[Journal Article] Epidemiological Model of COVID-19 based on Evolutionary Game Theory: Considering the Viral Mutations2022
- Author(s)
  Nishihata Yu、Liu Ziang、Nishi Tatsushi
- Journal Title
  
  Proceedings of 2022 IEEE International Conference on Industrial Engineering and Engineering
  
  Volume: 2022 Pages: 686-690
- DOI
  10.1109/ieem55944.2022.9989989
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K22983
[Journal Article] Machine Learning and Inverse Optimization for Estimation of Weighting Factors in Multi-Objective Production Scheduling Problems2022
- Author(s)
  Togo Hidetoshi、Asanuma Kohei、Nishi Tatsushi、Liu Ziang
- Journal Title
  
  Applied Sciences
  
  Volume: 12 Issue: 19 Pages: 9472-9472
- DOI
  10.3390/app12199472
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K22983
[Journal Article] Use cases of the platform for structuring a smart supply chain in discrete manufacturing2022
- Author(s)
  Kamiebisu Ryuichi、Saso Taiki、Nakao Jun、Liu Ziang、Nishi Tatsushi、Matsuda Michiko
- Journal Title
  
  Procedia CIRP
  
  Volume: 107 Pages: 687-692
- DOI
  10.1016/j.procir.2022.05.046
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K22983
[Presentation] Inventory Control with Lateral Transshipment Using Proximal Policy Optimization2023
- Author(s)
  Liu Ziang、Nishi Tatsushi
- Organizer
  2023 5th International Conference on Data-driven Optimization of Complex Systems (DOCS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13514
[Presentation] 進化ゲーム理論に基づくCOVID-19感染症モデル2022
- Author(s)
  西畑優, 劉子昂, 西竜志
- Organizer
  システム制御情報学会研究発表講演会
- Data Source
  KAKENHI-PROJECT-23K22983
[Presentation] 劣勾配法と合意制御を用いた多企業間入出荷計画問題の分散最適化2022
- Author(s)
  出渕直人, 劉子昂, 西竜志
- Organizer
  システム制御情報学会研究発表講演会
- Data Source
  KAKENHI-PROJECT-23K22983
[Presentation] 動的バース割当問題への機械学習を用いた分枝限定法における解表現の検討2022
- Author(s)
  是兼慎也, 西竜志, 劉子昂
- Organizer
  スケジューリングシンポジウム2022
- Data Source
  KAKENHI-PROJECT-23K22983
[Presentation] データ駆動多目的最適化によるサプライチェーンの在庫管理2022
- Author(s)
  大内航平, 劉子昂, 西竜志
- Organizer
  システム制御情報学会研究発表講演会
- Data Source
  KAKENHI-PROJECT-23K22983
[Presentation] Data-Driven Multi-Objective Evolutionary Optimization for Inventory Management in Complex and Large-Scale Supply Chains2022
- Author(s)
  Kohei Ouchi, Ziang Liu, Tatsushi Nishi
- Organizer
  International Symposium on Flexible Automation 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K22983

1. 西竜志 (10335581)

# of Collaborated Projects: 1 results

# of Collaborated Products: 9 results

LIU ZIANG 劉 子昂

Research Projects

Research Products

Co-Researchers

Developing explainable decision support systems for inventory management using deep reinforcement learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Data-Driven Optimization Fundamentals for Supply Chains Using Dynamic Model Construction Platform

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Surrogate-assisted evolutionary optimization for perishable inventory management in multi-echelon distribution systems2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Data-driven evolutionary computation for service constrained inventory optimization in multi-echelon supply chains2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Adaptive heterogeneous particle swarm optimization with comprehensive learning strategy2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] Distributed Optimization for Supply Chain Planning for Multiple Companies Using Subgradient Method and Consensus Control2022

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Epidemiological Model of COVID-19 based on Evolutionary Game Theory: Considering the Viral Mutations2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Machine Learning and Inverse Optimization for Estimation of Weighting Factors in Multi-Objective Production Scheduling Problems2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Use cases of the platform for structuring a smart supply chain in discrete manufacturing2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] Inventory Control with Lateral Transshipment Using Proximal Policy Optimization2023

Author(s)

Organizer

Data Source

[Presentation] 進化ゲーム理論に基づくCOVID-19感染症モデル2022

Author(s)

Organizer

Data Source

[Presentation] 劣勾配法と合意制御を用いた多企業間入出荷計画問題の分散最適化2022

Author(s)

Organizer

Data Source

[Presentation] 動的バース割当問題への機械学習を用いた分枝限定法における解表現の検討2022

Author(s)

Organizer

Data Source

[Presentation] データ駆動多目的最適化によるサプライチェーンの在庫管理2022

Author(s)

Organizer

Data Source

[Presentation] Data-Driven Multi-Objective Evolutionary Optimization for Inventory Management in Complex and Large-Scale Supply Chains2022

Author(s)

Organizer

Data Source

LIU ZIANG 劉子昂