・Salama Shady, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo, Evolving Dispatching Rules Using Genetic Programming for Multi-objective Dynamic Job Shop Scheduling with Machine Breakdowns, CIRP CMS2021 -54th CIRP Conference on Manufacturing Systems,2021, pp.411-416 (2021.09)

・Salama Shady, Toshiya Kaihara, Nobutada Fujii, and Daisuke Kokuryo, A New Representation and Adaptive Feature Selection for Evolving Compact Dispatching Rules for Dynamic Job Shop Scheduling with Genetic Programming, APMS 2021 International Conference Advances in Production Management Systems, pp.646-654 (2021.9)

・Asumi Ito, Toshiya Kaihara , Daisuke Kokuryo , and Nobutada Fujii, A Study on Sharing Logistics Network Design Considering Demand Uncertainty, APMS 2021 International Conference Advances in Production Management Systems, pp.655-662 (2021.9)

・Masayuki Yabuuchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo, A Proposal of Scheduling Method Based on Decision Criteria Considering Electric Power Costs and Productivity, APMS 2021 International Conference Advances in Production Management Systems, pp.637-645 (2021.9)

・Ruriko Watanabe, Nobutada Fujii, Daisuke Kokuryo, Toshiya Kaihara, Kyohei Irie, Kenji Yanagita, and Kenichi Harada, A Study on Menu Planning Method Considering the Variation in Menu Orders - Application to Daily Foods in a Company Cafeteria, APMS 2021 International Conference Advances in Production Management Systems, pp.224-231 (2021.9)

・Toshiya Kaihara, Daisuke Kokuryo, Smart Interactive Humane Service with CPHS for Healthcare Industry, Journal of Serviceology 2021, Vol 6(2), pp.6-11 (2021.9)

・Salama Shady, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo, SURROGATE-ASSISTED GENETIC PROGRAMMING FOR MULTI-OBJECTIVE DYNAMIC JOB SHOP SCHEDULING WITH MACHINE BREAKDOWNS, International Symposium on Scheduling 2021, pp.39-44（2021.6)

・Toshiya Kaihara, Daisuke Kokuryo, Nobutada Fujii, Daichi Itaya, Auction-based production planning considering operators’ skill criterion, CIRP Annals 2021 - Manufacturing Technology, Vol.70, No.1, pp.399-402（2021.5）

・K. Irie, N. Fujii, D. Kokuryo, T. Kaihara: A study on menu planning method for managed meal -Consideration of the cost of ordering ingredients-, IFIP International Conference on Advances in Production Management Systems 2020, pp. 679-685, 2020. 9

・M. Yabuuchi, T. Kaihara, N. Fujii, D. Kokuryo, S. Sakajo, Y. Nishita: A basic study on scheduling method for electric power saving of production machine, IFIP International Conference on Advances in Production Management Systems 2020, pp. 524-530, 2020. 9

・S. Shady, T. Kaihara, N. Fujii, D. Kokuryo: Automatic Design of Dispatching Rules with Genetic Programming for Dynamic Job Shop Scheduling, IFIP International Conference on Advances in Production Management Systems 2020, pp. 399-407, 2020. 9

・ T. Kaihara, N. Fujii, D. Kokuryo, M. Harada: System architecture analysis with network index in MBSE approach -Application to smart interactive service with digital health modeling-, IFIP International Conference on Advances in Production Management Systems 2020, pp. 307-313, 2020. 9

・D. Kokuryo, C. Sato, T. Itahashi, S. Saito, H. Ueda, E. Kumamoto, T. Kaihara, N. Fujii, N. Yahata, and I. Aoki, Phantom Development for the Standardization of fMRI Data across Multiple Imaging Sites and Scanners, ISMRM & SMRT Virtual Conference & Exhibition, 3398, 2020.08

・K. Tsuya, N. Fujii, D. Kokuryo, T. Kaihara, Yasuhiro Sunami, Reini Izuno and Masahito Mano: A Study on Tree Species Discrimination using Machine Learning in Forestry, CIRP ICME2020, 2020.7

・D. Kokuryo, Y. Harada, T. Kaihara, N. Fujii: A proposal of Resource Allocation Method based on Combinatorial Double Auction Technique in Crowdsourced Manufacturing. International Symposium on Flexible Automation, ISFA2020-9638, 2020.7

・D. Kokuryo, K. Yamashita, T. Kaihara, N. Fujii, T. Umeda, R. Izutsu: A Proposed Production Decision Method for Order Planning Considering Decision Criteria of Multiple Organizations. 53th CIRP Conference on Manufacturing Systems, PROCIR-D-19-02410, 2020.7

・X. Wang, N. Fujii, T. Kaihara and D. Kokuryo: A proposal of a service design method using machine learning from the user's action data: Implementation for action distinction and feature analysis, ICServ 2020, #41, 2020.3.

・R. Watanabe, N. Fujii, D. Kokuryo, T. Kaihara, Y. Abe and R. Santo: Text-mining-based support method for consulting service firms - Data augmentation using thesaurus dictionary - , IEEE 15th International Scientific Conference on Informatics, Poprad, Slovak Republic, 2019.11

・X. Wang, N. Fujii, T. Kaihara and D. Kokuryo: A proposal for service design based on user's action history using machine learning, IEEE 15th International Scientific Conference on Informatics, Poprad, Slovak Republic, 2019.11

・Shunsuke Iitsuka, Nobutada Fujii, Daisuke Kokuryo, Toshiya Kaihara, Shinichi Nakano, “CNN-Based Growth Prediction of Field Crops for Optimizing Food Supply Chain”, Advances in Production Management Systems, IFIP WG 5.7 International Conference, APMS 2019 Austin, TX, USA, September 1–5, 2019 Proceedings, Part I, Springer, pp. 148-154, 2019

・Ken Yamashita, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo, Toyohiro Umeda, and Rihito Izutsu, A Proposal of Order Planning Method with Consideration of Multiple OrganizationsinManufacturingSystem, Advances in Production Management Systems, IFIP WG 5.7 International Conference, APMS 2019 Austin, TX, USA, September 1–5, 2019 Proceedings, Part II, Springer, pp. 180-188, 2019

・Nursultan Nikhanbayev, Toshiya Kaihara, Nobutada Fujii, and Daisuke Kokuryo, Multiscale Modeling of Social Systems: Scale Bridging viaDecisionMaking, Advances in Production Management Systems, IFIP WG 5.7 International Conference, APMS 2019 Austin, TX, USA, September 1–5, 2019 Proceedings, Part II, Springer, pp. 617-614, 2019

・Y. Nakagawa, D. Kokuryo, T. Kaihara, N. Fujii and E. Kumamoto: Image reconstruction method with compressed sensing for high-speed MR temperature measurement of abdominal organs, Proc. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Berlin, Germany, ThPOS-09.5, pp. 2731-2735, 2019.7

・M. Sakiyama, N. Fujii, T. Kaihara and D. Kokuryo: Visualization of group discussion using correspondence analysis and LDA in Ideathon, CIRP ICME2019, Gulf of Naples, Italy, 2019. 7.

・T. Chida, T. Kaihara, N. Fujii and D. Kokuryo: Cooperative game theory approach to resource matching in crowdsourced manufacturing, International Symposium on Scheduling 2019, Shimane, 2B1, 2019. 7.

・T. Chida, T. Kaihara, N. Fujii and D. Kokuryo: Stability analysis on resource matching in crowdsourced manufacturing, 52th CIRP Conference on Manufacturing Systems, PROCIR-D-18-00850, Ljubljana, Slovenia, 2019.6.

・Ruriko Watanabe, Nobutada Fujii, Daisuke Kokuryo, Toshiya Kaihara, Yoichi Abe, Ryoko Santo: A study on support method of consulting service using customer information -Applicaton to real scale problem-, Proc. of ICSSI 2018 & ICServ 2018, Taichung, Taiwan, 2018.11

・Nobutada Fujii, Daisuke Kokuryo, Toshiya Kaihara, Sungmyung Hong: Anomaly Detection in Production Facility Network Using Ant Agents, Proc. of 12th CIRP Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME), Naples, ITALY, 2018.7

・Antonio Oliveira Nzinga Rene, Takashi Tanizaki, Takeshi Shimmura, Nobutada Fujii, Takeshi Takenaka: Multi-Agent Simulation-Based Analysis for Restaurant Service, Proc. of 12th CIRP Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME), Naples, ITALY, 2018.7

・Shota Suginouchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo. Utilization of pheromone in production scheduling by negotiation and cooperation among customers, SICE Annual Conference 2018. Nara, Japan. 2018. 9.

・Nikhanbayev Nursultan, Toshiya Kaihara, Nobutada Fujii, Kokuryo Daisuke: A STUDY ON MULTISCALE MODELING AND SIMULATION APPROACH FOR SOCIAL SYSTEMS, Proc. of International Symposium on Flexible Automation ISFA2018. Kanazawa, Japan. 2018.7.

・Shota Suginouchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo: A proposal of parts ordering method using multiu-objective Combinatorial Auction approach, Proc. of International Symposium on Flexible Automation ISFA2018. Kanazawa, Japan. 2018.7.

・Shota Suginouchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo: “A methodology on parts specification management with customer demands for Mass Customization”, Proc. of The 51st CIRP Conference on Manufacturing Systems, Stockholm, Sweden, 2018.5.

・Ai Ito, Nobutada Fujii, Toshiya Kaihara, Daisuke Kokuryo, Takeshi Shimmura: "A Staff Shift Scheduling Method Considering Constraints of Allocating Plural Tasks in Restaurant Business" Proc. of 5th International Conference on Serviceology, 2017

・Takeshi Shimmura, Kenji Arai, Tomomi Nonaka, Nobutada Fujii, and Takashi Tanizaki: "Improving Labor Producvity by Changing Cooking Process at a Multiproduct Japanese Cuisine Restaurant Using Partial Refrigerator" Proc. of 5th International Conference on Serviceology, 2017

・Takashi Tanizaki, Takeshi Shimmura and Nobutada Fujii: "Shift Scheduling to Improve Customer Satisfaction, Employee Satisfaction and Management Satisfaction in Service Workplace where Employees and Robots Collaborate" Proc. of 5th International Conference on Serviceology, 2017

・Toshiya Kaihara, Daisuke Kokuryo, Nobutada Fujii, Kodai Hirai, A proposal of production scheduling method considering users’ demand for mass customized production, Proc. of Advances in Production Management Systems (APMS), 2017

・Ruriko Watanabe, Nobutada Fujii, Daisuke Kokuryo, Toshiya Kaihara, Yoichi Abe, Ryoko Santo: "A Study on Support Method of Consulting Service Using Text Mining" Proc. of 11th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 2017,7

・Shota Suginouchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo. A methodology on parts specification management with involving customer demands for Mass Customization. 51st CIRP Conference on Manufacturing Systems, PROCIR‐D‐17‐01080R2. Stockholm, Sweden. 2017.5. 18.

・Shota Suginouchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo: Optimization method of part selection and production scheduling with negotiation process between manufacturer and customers using pheromone statistic data. Proceedings of International Symposium on Scheduling 2017, pp. 190-195. International Symposium on Scheduling 2017, 5B3. Nagoya, Japan. 2017.6. 24.

・Takeshi Shimmura, Toshiya Kaihara, Nobutada Fujii and Tomomi Nonaka, Reduction of Employee’s Work Lord by Reducing Moving Distance at a Japanese Cuisine Restaurant, Proceedings of The 4th International Conference on Serviceology, pp. 47-51 (2016)

・Kenta Koyama, Nobutada Fujii, Toshiya Kaihara, Daisuke Kokuryo, Takeshi Shimmura, Kitchen layout planning in food service industry by integration of simulation and genetic algorithm, Proceedings of The 4th International Conference on Serviceology, pp. 326-330 (2016.9)

・Jiali Zhu, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo, Swee S.Kuik,

EXTENDED EOQ MODEL CONSIDERING RECYCLING, REPAIR AND REUSE IN REVERSE SUPPLY CHAIN WITH TWO TYPES OF DEMAND FLUCTUATION,

2016International Symposium on Flexible Automation, pp.153-160（2016.8）

・Daisuke Kokuryo, Toshiya Kaihara, Shota Suginouchi, Swee Kuik,

A STUDY ON VALUE CO-CREATIVE DESIGN AND MANUFACTUING SYSTEM FOR TAILOR-MADE FUBBER SHOES PRODUCTION -CONSTURUCTION OF VALUE CO-,

2016International Symposium on Flexible Automation, pp.171-174（2016.8）

・Takeshi Shimmura, Nobutada Fujii, Toshiya Kaihara,

Staff Motion Reduction at a Japanese restaurant by Kitchen Layout Redesign after Kitchen Simulation,

Proceedings of 10th CIRP Conference on Intelligent Computation in Manufacturing Engineering - CIRP ICME '16, USB, (2016.7)

・Tomomi Nonaka, Takeshi Shimmura, Nobutada Fujii, Hajime Mizuyama,

Energy Consumption in Food Service Business: A Conceptual Model of Energy Management Considering Service Properties,

Advances in Production Management Systems: Innovative Production Management Towards Sustainable Growth Part II, Springer, Boston, pp.605-611, 2015

・Swee S. Kuik, Toshiya Kaihara, Nobutada Fujii and Daisuke Kokuryo:

An Integrated Production Planning Model with Obsolescence and Lifecycle Considerations in a Reverse Supply Chain,

IFIP International Federation for Information Processing 2015, S. Umeda et al. (Eds.): APMS 2015, Part I, IFIP AICT 459, pp. 680–688, 2015

・Harumi Haraguchi, Toshiya Kaihara, Nobutada Fujii, Daisuke Kokuryo,

A study on operator allocation and scheduling method considering demand fluctuations in cell manufacturing systems,

Proceedings of SICE Annual Conference 2015 (USB) pp.1236-1241 (2015.7)

・Jiali ZHU, Toshiya KAIHARA, Nobutada FUJII, Daisuke KOKURYO, Swee S. Kuik,

Extended EOQ Model considering demand fluctuation in Reverse Logistics,

Proceedings of SICE Annual Conference 2015 (USB) pp.310-316 (2015.7)

・Takeshi Shimmura, Toshihumi Takahashi, Syuichi Oura, Tomoyuki Asakawa, Toshiya Kaihara, Nobutada Fujii and Tomomi Nonaka,

Enhancing Kitchen Layout and Training to Improve Management and Employee Satisfaction at a Multiproduct Japanese Cuisine Restaurant,

Proceedings of The 3rd International Conference on Serviceology (ICServ2015), data-download (2015.7)

・Nobutada Fujii, Jumpei Oda, Toshiya Kaihara and Takeshi Shimmura,

A combinatorial auction-based approach to staff shift scheduling in restaurant business,

Proceedings of The 3rd International Conference on Serviceology (ICServ2015), data-download (2015.7)

・Yasutaka Koga, Satoshi Yoshida, Toshiya Kaihara and Nobutada Fujii,

Strategic facility location design of the global supply-chain considering inventory amount,

Proceedings of International Symposium on Scheduling 2015, pp. 181-185 (2015.7)

・Toshiya Kaihara, Nobutada Fujii, S Swee Kuik,

Product Recovery Configuration Decisions for Achieving Sustainable Manufacturing,

Proceedings of CIRP CMS 2015, (2015.6)

・Syota Suginouchi, Toshiya Kaihara, Nobutada Fujii,

Towards optimal planning with negotiation mechanism in global supply chain,

Proceedings of CIRP CMS 2015, (2015.6)

・Swee S. Kuik, Toshiya Kaihara, Nobutada Fujii,

Stochastic Decision Model of the Remanufactured Product with Warranty,

Proceedings of the International MultiConference of Engineers and Computer Scientists 2015 (IMECS 2015), Vol.II, CD-ROM/data-download (2015.3)

・Takeshi Shimamura, Yoshihiro Hisano, Syuichi Oura, Tomoyuki Asakawa, Toshiya Kaihara, Nobutada Fujii, Tomomi Nonaka,

Using a Cooking Operation Simulator to Improve Cooking Speed in a Multiproduct Japanese Cuisine Restaurant,

Proceedings of APMS 2014, pp.556-563 (2014.9)

・Nobutada Fujii, Toshiya Kaihara, Tomomi Nonaka, Shun Nogami,

Layout Design by Integration of Multi-agent Based Simulation and Optimization - Application to Underground Shopping Streets -,

Proceedings of APMS 2014, pp.375-382 (2014.9)

・Tomomi NONAKA, Toshiya KAIHARA, Nobutada FUJII, Fang YU, Takeshi SHIMMURA, Yoshihiro HISANO, Tomoyuki ASAKAWA,

Employee Satisfaction Analysis in Food Service Industry - Resultant of Questionnaire to the Restaurant Staff - ,

Proceedings of The 2nd International Conference on Serviceology (ICServ2014) (USB) pp.9-15 (2014.9)

・Toshiya Kaihara, Nobutada Fujii, Tomomi Nonaka, Hironori Komai,

An optimization method of electric power distribution planning with market mechanism for smart grid network,

Proceedings of SICE Annual Conference 2014 (CD-ROM), pp.1567-1570 (2014.9)

・Harumi Haraguchi, Toshiya Kaihara, Nobutada Fujii, Tomomi Nonaka,

A study on operator allocation method considering the process of skill proficiency in cell manufacturing systems,

Proceedings of SICE Annual Conference 2014 (CD-ROM), pp.1400-1406 (2014.9)

・Toshiya Kaihara, Nobutada Fujii, Tomomi Nonaka, Shota Suginouchi, Satoshi Yoshida, Yasutaka Koga,

A study on accepting and ordering plans for global supply chain,

Proceedings of SICE Annual Conference 2014 (CD-ROM) pp.1395-1399 (2014.9)

・Yasutaka Koga, Satoshi Yoshida, Toshiya Kaihara,

FACILITY LOCATION DESIGN METHODOLOGY OF GLOBAL SUPPLY CHAIN -- AN EXAMPLE OF COST-BASED FACTORY LOCATION OPTIMIZATION --,

Proceedings of ISFA2014 (2014 International Symposium on Flexible Automation) (CD-ROM) (2014.7)

・Takayuki Kita, Toshiya Kaihara, Nobutada Fujii, Tomomi Nonaka, Ichiro Namioka,

A STUDY ON OPTIMIZATION METHOD FOR RE-LOT ASSIGNMENT IN SEMICONDUCTOR DEVICE MANUFACTURING,

Proceedings of ISFA2014 (2014 International Symposium on Flexible Automation) (CD-ROM) (2014.7)

・Noriyasu Yoshimura, Toshiya Kaihara, Nobutada Fujii, Tomomi Nonaka,

A STUDY ON LOGISTICS NETWORK DESIGN INCLUDING OPERATIONAL RESOURCES,

Proceedings of ISFA2014 (2014 International Symposium on Flexible Automation) (CD-ROM) (2014.7)

・Tsutomu Yoshikawa, Toshiya Kaihara, Nobutada Fujii,

AGENT-BASED CONTROL SYSTEM TO RESPOND TO SITUATION CHANGES IN ASSEMBLY PROCESSES,

Proceedings of ISFA2014 (2014 International Symposium on Flexible Automation) (CD-ROM) (2014.7)

・Tomomi NONAKA, Toshiya KAIHARA, Nobutada FUJII,

ENERGY-BLOCK MODEL BASED ENERGY OPTIMIZATION IN PRODUCTION SYSTEMS CONSIDERING COMBINATION OF EACH MACHINE'S ENERGY CONSUMPTION PATTERN,

Proceedings of ISFA2014 (2014 International Symposium on Flexible Automation) (CD-ROM) (2014.7)

・Fang YU, Toshiya KAIHARA, Nobutada FUJII, Tomomi NONAKA,

A COMPLEX NEGOTIATION MODEL UNDER THE EQUAL NEGOTIATION POWER FOR MULTI-ECHELON SUPPLY CHAIN NETWORKS,

Proceedings of ISFA2014 (2014 International Symposium on Flexible Automation) (CD-ROM) (2014.7)

・Harumi HARAGUCHI, Toshiya KAIHARA, Nobutada FUJII, Tomomi NONAKA,

A STUDY ON OPERATOR ALLOCATION CONSIDERING SKILL EDUCATION IN CELL MANUFACTURING SYSTEMS,

Proceedings of ISFA2014 (2014 International Symposium on Flexible Automation) (CD-ROM) (2014.7)

・Nobutada FUJII, Toshiya KAIHARA, Tomomi NONAKA, Jumpei ODA, Takeshi SHIMMURA,

A STUDY ON PLANNING METHOD FOR STAFF SHIFT IMPROVING SERVICE SATISFACTION IN RESTAURANT BUSINESS -PROPOSAL OF SCHEDULING CONSIDERING DIFFERENCE IN EMPLOYEE ABILITIES-,

Proceedings of ISFA2014 (2014 International Symposium on Flexible Automation) (CD-ROM) (2014.7)

・Toshiya Kaihara, Nobutada Fujii, Tomomi Nonaka, Takeshi Shinmura,

A Proposal of Adaptive Restaurant Service Model with Co-creative Design,

Proceedigns of the first International Conference on Serviceology (ICServ2013) USB pp.144-149 (2013.10)

・Harumi Haraguchi, Toshiya Kaihara, Nobutada Fujii,

A study on flexible operator allocation method for operator's training in cellular manufacturing systems,

Proceedings of SICE Annual Conference 2013 (CD-ROM) pp.544-545 (2013.9)

・Toshiya Kaihara, Nobutada Fujii, Tomoya Yoshikawa,

A proposal of Real-Virtual Fusion Manufacturing System based on CPS concept -Realization of information propagation method in equipment failure-,

Proceedings of SICE Annual Conference 2013 (CD-ROM) pp.1010-1011 (2013.9)

・Nobutada Fujii, Toshiya Kaihara, Minami Uemura, Tomomi Nonaka, Takeshi Shimmura,

Facility Layout Planning of Central Kitchen in Food Service Industry : Application to the Real-Scale Problem,

Proceedings of APMS 2013 International Conference Advances in Production Management Systems (USB) Part Ⅱ pp.33-40 (2013.9)

・Takayuki Kita, Toshiya Kaihara, Nobutada Fujii, *Ichiro Namioka,

A Study on Optimal Lot Assignments in Semiconductor Production Scheduling Problem,

Proceedings of International Symposium on Scheduling 2013 pp.16-21 (2013.7)

・Fang Yu, Toshiya Kaihara, Nobutada Fujii,

“Coalition formation based multi-item multi-attribute negotiation of supply chain networks”,

Proceedings of the 46th CIRP Conference on Manufacturing Systems, pp.85-90 (2013.5)

・Nobutada Fujii, Toshiya Kaihara, Tomoya Yoshikawa,

“Multiagent System-based Simulation Method of Service Diffusion in Consumer Networks - Application to repeatedly purchased plural services –”,

Proc. of APMS 2012 International Conference on Advances in Production Management Systems, 24-26 September, 2012, Rhodes, Greece, USB, 2012

・Takeshi Shimamura, Toshiya Kaihara, Nobutada Fujii, Takeshi Takenaka:

“Improving Customer’s Subjective Waiting Time Introducing Digital Signage”,

Proc. of APMS 2012 International Conference on Advances in Production Management Systems, 24-26 September, 2012, Rhodes, Greece, USB, 2012

・Fang Yu, Toshiya Kaihara, and Nobutada Fujii:

“Game theory based multi-attribute negotiation between MA and MSAs”,

Proc. of APMS 2012 International Conference on Advances in Production Management Systems, 24-26 September, 2012, Rhodes, Greece, USB, 2012

・Toshiya Kaihara, Nobutada Fujii:

“A proposal of economic negotiation mechanism with a complex network for supply chain management”,

Proc. of the 8th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 18-20 July, 2012, Ischia, Italy, USB, 2012

・Susumu Fujii, Nobutada Fujii, Koji Iwamura, Eiji Morinaga, Akira Tsumaya, Tatsuo Inoue, Toshisada Mariyama:

``A Basic Study on a Highly Distributed Simulation of Manufacturing Systems Under the Ubiquitous Environment'',

Proc. of the ASME/ISCIE 2012 International Symposium on Flexible Automation (ISFA2012), CD-ROM (2012)

・Fang Yu, Toshiya Kaihara, Nobutada Fujii:

“Hierarchical-Game Based Negotiation for Supply Chain Network”,

Proc. of the ASME/ISCIE 2012 International Symposium on Flexible Automation (ISFA2012), 18-20 June, 2012, St. Louis, USA, CD-ROM, 2012

・Hiroyuki Tanohata, Toshiya Kaihara, Nobutada Fujii:

“A Research on Flowshop Scheduling Problems with Column Generation”,

Proc. of the ASME/ISCIE 2012 International Symposium on Flexible Automation (ISFA2012), 18-20 June, 2012 St. Louis, USA, CD-ROM, 2012

・Nobutada Fujii, Yi Qian, Toshiya Kaihara:

“Real–Virtual Fusion Production Scheduling Using Social Contract-based Approach – Effectiveness of Adjusting Virtual System Size –”

Proc. of the 45th CIRP Conference on Manufacturing Systems, 16 – 18 May, 2012, Athens, Greece, pp.596-601 2012

・Shinji Kurose, Toshiya Kaihara, and Nobutada Fujii:

“A Study on Distributed Cooperative Production Scheduling for Inbound Supply Chain in Semiconductor Manufacturing”,

Proc. of the 2011 Winter Simulation Conference, 11 – 14 December, 2011, Phoenix, Arizona, USA, CD-ROM, 2011

・Nobutada Fujii, Toshiya Kaihara, Tomoya Yoshikawa:

“Simulation based Service Diffusion Analysis in Consumer Networks Introducing Heterogeneity of Consumer Utility - Application to repeatedly purchased service -”,

Proc. of International Conference on Advances in Production Management Systems (APMS 2011), 26 – 28 September, 2011, Stavanger, Norway, CD-ROM, 2011

・Fang Yu, Toshiya Kaihara, Nobutada Fujii:

“A multi-agent based negotiation for supply chain network using game theory”,

Proc. of International Conference on Advances in Production Management Systems (APMS 2011), 26 – 28 September, 2011, Stavanger, Norway, CD-ROM, 2011

・Toshiya Kaihara, Nobutada Fujii, Tomomi Notsu:

“A Study on Market Simulation with Consumers in Complex Network”,

Proc. of SICE Annual Conference 2011 (50th anniversary of the Society of Instrument and Control Engineers) , 13 – 18 September, 2011, Tokyo, Japan, pp.499-504, 2011

・Shinji Kurose, Toshiya Kaihara, and Nobutada Fujii:

“A Proposal of Optimization Methodology on Manufacturing Scheduling and its Application into Actual Scale Problem in Semiconductor Manufacturing”,

Proc. of IEEE International Conference on Mechatronics and Automation (IEEE ICMA 2011), 7 – 10 August, 2011, Beijing, China, pp. 732-737, 2011

・Nobutada Fujii, Toshiya Kaihara, Tomoya Yoshikawa:

“Simulation based diffusion analysis of plural competing services in consumer networks - Introducing heterogeneity into consumer utility -”,

Proc. of International Symposium on Scheduling 2011 (ISS2011), 2 - 4 July 2011, Osaka Japan, pp. 185-190, 2011

・Akihisa Tsujibe, Toshiya Kaihara, Nobutada Fujii, Youichi Nonaka:

“A study on preventive maintenance scheduling using distributed cooperative approach”,

Proc. of International Symposium on Scheduling 2011 (ISS2011), 2 - 4 July 2011, Osaka Japan, pp. 63-68, 2011

・Yi Qian, Nobutada Fujii, Toshiya Kaihara, Susumu Fujii, Toyohiro Umeda:

“Scheduling method in Real-Virtual fusion manufacturing system with social contract based approach - Application of combinatorial auction at operational phase -”,

Proc. of International Symposium on Scheduling 2011 (ISS2011), 2 - 4 July 2011, Osaka Japan, pp. 57-62, 2011

・Yoshihiro Yao, Toshiya Kaihara, Nobutada Fujii:

“A study on integration of interdivisional scheduling in dynamically changing manufacturing environment”,

Proc. of International Symposium on Scheduling 2011 (ISS2011), 2 - 4 July 2011, Osaka Japan, pp. 7-9, 2011

・Yi Qian, Nobutada Fujii, Toshiya Kaihara, Susumu Fujii, Toyohiro Umeda:

“Production Scheduling with Social Contract Based Approach for Real-Virtual Fusion Manufacturing System”,

Proc. of the 44th CIRP Conference on Manufacturing Systems, 1 – 4, June 2011, Madison, Winconsin, USA, CD-ROM, 2011

・Yoshihiro Yao, Toshiya Kaihara, Nobutada Fujii:

“A Study on Integration of Interdivisional and Divisional Manufacturing Scheduling Systems”,

Proc. of International Conference on Advances in Production Management Systems (APMS 2010), 11 - 13, October 2010, Cernobbio, Lake Como, Italy, USB, 2010

・Nobutada Fujii, Toshiya Kaihara and Tomoya Yoshikawa:

“Service Diffusion Process in Consumer Networks - Introducing Heterogeneity of Consumer Utility -”,

Proc. of 8th IEEE International Conference on Industrial Informatics (INDIN2010), 13 - 16 July 2010, Osaka, Japan, pp. 950-955, 2010

・Tatsuya Omori, Toshiya Kaihara, Nobutada Fujii, Susumu Fujii, Masashi Kurahashi, Nobuhiro Hayashi, Shinya Inao:

“Basic analysis on cell manufacturing scheduling method with combinatorial auction - Integration of local search into auction mechanism -”,

Proc. of 8th IEEE International Conference on Industrial Informatics (INDIN2010), 13 - 16 July 2010, Osaka, Japan, pp. 851-856, 2010

・Akihisa Tsujibe, Toshiya Kaihara, Nobutada Fujii and Youichi Nonaka:

“A study on Proactive Maintenance Scheduling with distributed cooperative approach”,

Proc. of 8th IEEE International Conference on Industrial Informatics (INDIN2010), 13 - 16 July 2010, Osaka, Japan, pp. 845-850, 2010

・Shinji Kurose, Toshiya Kaihara, Nobutada Fujii:

“A Study on Cooperative Scheduling Method for Semiconductor Manufacturing”,

Proc. of 2010 International Symposium on Flexible Automation (ISFA2010), 12 - 14 July 2010, Tokyo, Japan, CD-ROM, 2010

・Yoshihiro Yao, Toshiya Kaihara, Nobutada Fujii:

“A Study on Optimization of Interdivisional Scheduling for Dynamically Changing Manufacturing Environment”,

Proc. of 2010 International Symposium on Flexible Automation (ISFA2010), 12 - 14 July 2010, Tokyo, Japan, CD-ROM, 2010

・Yi Qian, Nobutada Fujii, Toshiya Kaihara, Susumu Fujii, Toyohiro Umeda:

“Dynamic Construction of Virtual System for Production Planning in Autonomous Distributed Real-Virtual Fusion Manufacturing System”,

Proc. of 2010 International Symposium on Flexible Automation (ISFA2010), 12 - 14 July 2010, Tokyo, Japan, CD-ROM, 2010

・Nobutada Fujii, Toshiya Kaihara:

“Reactive Scheduling Strategy based on Production Agents Interaction”,

Proc. of The 7th CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (ICME2010), 23 - 25 June 2010, Capri, Italy, CD-ROM, 2010

・Toshiya Kaihara, Nobutada Fujii, Sayaka Toide, Hisaya Ishibashi and Takahiro Nakano:

“A proposal of socio-inspired manufacturing scheduling concept and its application into flexible flowshop”,

Proc. of The 43rd CIRP Conference on Manufacturing Systems, 26-27 May 2010, Vienna, Austria, CD-ROM, 2010

・Yoshihiro Yao, Toshiya Kaihara, Nobutada Fujii:

“A Study on Optimization of Interdivisional Scheduling for Dynamically Changing Manufacturing Environment”,

Proc. of the 5th International Conference on Leading Edge Manufacturing in 21st Century (LEM21), 2-4 December 2009, Osaka, Japan, pp. 693-698, 2009

・ Yi Qian, Nobutada Fujii, Toshiya Kaihara:

“A Study on Real-Virtual Interaction Method for Production Scheduling Using Model Plant”,

Holonic and Multi-Agent Systems for Manufacturing, Vladimir Marik, Thomas Strasser, Alois Zoitl (Eds.), Springer, (Proc. of International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2009, 31 August - 2 September, Linz, Austria) , pp. 114-123, 2009

・Toshiya Kaihara, Nobutada Fujii, Sayaka Toide, Hisaya Ishibashi:

“A Study on Optimization Method for Production Scheduling with Batch Process by Combinatorial Auction”,

Proc. of International Symposium on Scheduling 2009, 4-6 July 2009, Nagoya, Japan, pp. 266-267, 2009

・Toshiya Kaihara, Nobutada Fujii, Susumu Fujii and Satoshi Nishibayashi:

“A Study on Distributed Cooperative Manufacturing Scheduling with Approximate Lagrangian Decomposition and Coordination Method”,

Proc. of The 42nd CIRP Conference on Manufacturing Systems, 3-5 June 2009, Grenoble, France, CD-ROM, 2009

・Toshiya Kaihara, Nobutada Fujii, Hiroyuki Hasegawa and Shinji Kurose:

“A Study on Optimization Method with Combinatorial Auction – Application to Resource Allocation Problem of Reentrant Flow Shop -”,

Proc. of The 7th International Conference on Machine Automation (ICMA2008), 24-26 September 2008, Awaji, Japan, pp. 245-250, 2008

・Nobutada Fujii, Hiroshi Kuraoka and Kanji Ueda:

“Self-organization based Manufacturing System Introducing Information Locality”,

Proc. of The 6th CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (ICME2008), 23 July - 25 July 2008, Naples, Italy, pp. 75-80, 2008

・Nobutada Fujii, Riku Inoue and Kanji Ueda:

“Integration of Process Planning and Scheduling Using Multi-Agent Learning”,

Manufacturing Systems and Technologies for the New Frontier, The 41st CIRP Conference on Manufacturing Systems, 26 May – 28 May 2008, The University of Tokyo, Tokyo, Japan, pp. 297-300, 2008

・Nobutada Fujii, Shintaro Yokoi and Kanji Ueda:

“Self-Organization Using Evolutionary Artificial Neural Networks in a Biological Manufacturing System”,

Proc. of The 40th CIRP International Seminar on Manufacturing Systems, 30 May – 1 June 2007, University of Liverpool, Liverpool, U.K., CD-ROM, 2007

・Tomomi Kito, Nobutada Fujii and Kanji Ueda:

“Design of Self-Organization-Based Biological Manufacturing Systems by Introducing Bounded Rationality”,

Proc. of The 40th CIRP International Seminar on Manufacturing Systems, 30 May – 1 June 2007, University of Liverpool, Liverpool, U.K., CD-ROM, 2007

・Hiroshi Kuraoka, Nobutada Fujii and Kanji Ueda:

"Emergence of Cooperation in a Network Environment Introducing Social Distance”,

Proceedings of European Conference on Complex Systems (ECCS’06), 25-29 September, 2006, University of Oxford, Oxford, United Kingdom, CD-ROM, 2006

・Nobutada Fujii, Kanji Ueda and Motohiro Kobayashi:

“Reinforcement Learning Based Work Assignment in a Semiconductor Manufacturing System”,

Proc. of the 6th International Workshop on Emergent Synthesis, 18-19 August 2006, The University of Tokyo, Kashiwa, Japan, pp. 83-88, 2006

・Tomomi Kito, Nobutada Fujii and Kanji Ueda:

“Design of Multi-Agent Systems with Bounded Rationality”,

Proc. of the 6th International Workshop on Emergent Synthesis, 18-19 August 2006, The University of Tokyo, Kashiwa, Japan, pp. 193-198, 2006

・Riku Inoue, Nobutada Fujii and Kanji Ueda:

“Simultaneous Process Planning and Scheduling Using Evolutionary Artificial Neural Networks”,

Proc. of 2006 International Symposium on Flexible Automation (2006 ISFA), 10-12 July 2006, Senri Hankyu Hotel, Osaka, Japan, pp. 613-616, 2006

・Nobutada Fujii, M. Kobayashi and Kanji Ueda:

“Adaptive Lot Release Using Genetics Based Machine Learning”,

Proc. of The 39th CIRP International Seminar on Manufacturing Systems, 7-9 June 2006, University of Ljubljana, Ljubljana, Slovenia, pp. 247-253, 2006

・Tomomi Kito, Nobutada Fujii and Kanji Ueda:

“Introducing Bounded Rationality into Biological Manufacturing Systems”,

Proc. of The 39th CIRP International Seminar on Manufacturing Systems, 7-9 June 2006, University of Ljubljana , Ljubljana, Slovenia, pp. 345-350, 2006

・H. Kuraoka, N. Fujii and K. Ueda:

“Spatial Prisoner’s Dilemma in a Network Environment Introducing Heterogeneous Information Distribution”,

Intelligent Autonomous Systems 9, T. Arai et al. (Eds.), IOS Press, 7-9 March 2006, The University of Tokyo, Kashiwa, Japan, pp. 463-470, 2006

・R. Takasu, N. Fujii, K. Ueda and M. Kobayashi:

“Lot Release Control Using Genetics Based Machine Learning in a Semiconductor Manufacturing System”,

Intelligent Autonomous Systems 9, T. Arai et al. (Eds.), IOS Press, 7-9 March 2006, The University of Tokyo, Kashiwa, Japan, pp. 497-504, 2006

・N. Fujii, R. Takasu, M. Kobayashi and K. Ueda:

“Genetics Based Machine Learning Approach to Lot Release Scheduling in a Semiconductor Manufacturing System”,

Proceedings of The 16th DAAAM International Symposium, 19-22 October 2005, University of Rijeka, Opatija, Croatia, pp. 137-138, 2005

・N. Fujii, R. Takasu, M. Kobayashi and K. Ueda:

“Reinforcement Learning Based Product Dispatching Scheduling in a Semiconductor Manufacturing System”,

Proc. of The 38th CIRP International Seminar on Manufacturing Systems, 16-18 May 2005, Florianopolis, Brazil, CD-ROM, paper No. 02032159, 2005

・T. Kito, N. Fujii and K. Ueda:

“Design of Manufacturing Systems by Introducing Bounded-Rational Agents”,

Proc. of The 38th CIRP International Seminar on Manufacturing Systems, 16-18 May 2005, Florianopolis, Brazil, CD-ROM, paper No. 02026129, 2005

・M. Kobayashi, N. Fujii, M. Kobayashi, I. Hatono, K. Ueda and T. Taura:

“Facility Layout Planning Using Self-organization in a Multi-product Semiconductor Manufacturing System”,

Proc. of Digital Engineering Workshop, 5th Japan-Korea CAD/CAM Workshop, 24-25 February 2005, Tokyo, Japan, pp. 174-178, 2005

・T. Kito, N. Fujii and K. Ueda:

“Co-Creative Decision Making in Artifactual Systems in Consideration of Bounded Rationality,”

Proc. of The International Conference Experiments in Economic Sciences: New Approaches to Solving Real-world Problems (EES2004), 14-17 December 2004, Okayama and Kyoto, Japan, pp.303-317, 2004

・N. Fujii, M. Kobayashi, M. Kobayashi, T. Makita, I. Hatono and K. Ueda:

“Self-organization Based Planning System in Multi-Product Semiconductor Manufacturing Systems”,

Proc. of The 4th CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (ICME2004), 30 June - 2 July 2004, Sorrento, Italy, pp. 9-14, 2004

・N. Fujii, M. Kobayashi, T. Makita, I. Hatono and K. Ueda:

“Integration of Facility Planning and Layout Planning Using Self-organization in Semiconductor Manufacturing”,

Proc. of 37th CIRP International Seminar on Manufacturing Systems, 19-21 May 2004, Budapest, Hungary, pp. 175-180, 2004

・M. Kobayashi, N. Fujii, M. Kobayashi, T. Makita, I. Hatono, K. Ueda and T. Taura:

“Area Assignment Problems of Operators in Self-organization Based Facility Layout”,

Proc. of the 5th International Workshop on Emergent Synthesis, 25-26 May 2004, Budapest, Hungary, pp. 67-72, 2004

・K. Ueda, N. Fujii, M. Kobayashi, T. Makita and I. Hatono:

“A Self-Organization Approach to Facility Layout Planning in Semiconductor Manufacturing”,

Proc. of 36th CIRP International Seminar on Manufacturing Systems, 03-05 June 2003, Saarbruecken, Germany, pp. 21-26, 2003

・N. Fujii, I. Hatono and K. Ueda:

“Self-organization using Reinforcement Learning in Biological Manufacturing Systems”,

Proc of The 3rd CIRP International Seminar on Intelligent Computation in Manufacturing Engineering (ICME2002), 3-5 July 2002, Ischia, Italy, pp. 3-8, 2002

・T. Hosoi, N. Fujii, I. Hatono and K. Ueda:

“Lineless Assembling System Using Self-Organization”,

Proc. of 2002 JAPAN-U.S.A. Symposium on Flexible Automation, 15-17 July 2002, Hiroshima, Japan, 1, pp. 545-548, 2002

・N. Fujii, T. Hosoi, I. Hatono and K. Ueda:

“Reinforcement Learning Approach to Lineless Assembling System”,

Proc of The 4th International Workshop on Emergent Synthesis (IWES'02), 9-10 May 2002, Kobe, Japan, pp. 121-126, 2002

・I. Hatono, S. Ueki, N. Fujii and K. Ueda:

“Self-Organization Control of Manufacturing Systems Based on Extended Potential Field with Reinforcement Learning”,

Proc. of International Workshop on Emergent Synthesis (IWES'99), pp.145-150, 1999

・J. Vaario, N. Fujii, M. Sumida, I. Hatono and K. Ueda:

“Adaptive Real-Time Scheduling with Self-organization Method”,

Proc. of International Workshop on Emergent Synthesis (IWES'99), pp.87-92, 1999

・N. Fujii, I. Hatono and K. Ueda:

“Self-Organization Process in Interactive Manufacturing Environment”,

Proc. of the 4th International Symposium on Artificial Life and Robotics (AROB 4th'99), pp. 166-169, 1999

・J. Vaario, N. Fujii, D. Scheffter, M. Mezger and K. Ueda:

“Factory Animation by Self-Organization Principles”,

Proc. of International Conference on Virtual Systems and MultiMedita (VSMM'97), IEEE Computer Society, pp. 235-242, 1997

・N. Fujii, J. Vaario and K. Ueda:

“Potential Field Based Simulation of Self-Organization in Biological Manufacturing Systems”,

Proc. of Manufacturing System Design'97 Congress (MSD'97), paper 5, 1997