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L2 Induced Norm Analysis for Nonnegative Input Signals and Its Application to Stability Analysis of Recurrent Neural Networks 非负输入信号的L2诱导范数分析及其在循环神经网络稳定性分析中的应用
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2022-02-15 DOI: 10.5687/iscie.35.29
Hayato Motooka, Y. Ebihara
{"title":"L2 Induced Norm Analysis for Nonnegative Input Signals and Its Application to Stability Analysis of Recurrent Neural Networks","authors":"Hayato Motooka, Y. Ebihara","doi":"10.5687/iscie.35.29","DOIUrl":"https://doi.org/10.5687/iscie.35.29","url":null,"abstract":"","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130415475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Estimation of Weighting Factors for Multi-Objective Scheduling Problems using Input-Output Data 基于输入-输出数据的多目标调度问题的加权因子估计
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2022-01-15 DOI: 10.5687/iscie.35.1
Kohei Asanuma, T. Nishi
{"title":"Estimation of Weighting Factors for Multi-Objective Scheduling Problems using Input-Output Data","authors":"Kohei Asanuma, T. Nishi","doi":"10.5687/iscie.35.1","DOIUrl":"https://doi.org/10.5687/iscie.35.1","url":null,"abstract":"for other one is the estimation method based on inverse optimization. These methods are applied to three-objectives parallel machine scheduling problems, whose objective functions consist of makespan, the weighted sum of completion time, the weighted sum of tardiness, the weighted sum of earliness and tardiness, and setup costs. The accuracy of the proposed machine learning and inverse optimization methods is evaluated. A surrogate model that learns input-output data is proposed to reduce the computational efforts. Computational results show the effectiveness of the proposed method for weighting factors in the objective function from the optimal solutions.","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121245517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Structural Monostability of Boolean Networks with Symmetric Node Dynamics 具有对称节点动力学的布尔网络的结构单稳定性
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2022-01-15 DOI: 10.5687/iscie.35.10
Dai Takakura, S. Azuma, Ryo Ariizumi, T. Asai
{"title":"Structural Monostability of Boolean Networks with Symmetric Node Dynamics","authors":"Dai Takakura, S. Azuma, Ryo Ariizumi, T. Asai","doi":"10.5687/iscie.35.10","DOIUrl":"https://doi.org/10.5687/iscie.35.10","url":null,"abstract":"","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124498333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Food Region Extraction Based on Saliency Detection Model 基于显著性检测模型的食物区域提取
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2021-12-15 DOI: 10.5687/iscie.34.311
Ayako Kitada, Takuya Futagami, N. Hayasaka
{"title":"Food Region Extraction Based on Saliency Detection Model","authors":"Ayako Kitada, Takuya Futagami, N. Hayasaka","doi":"10.5687/iscie.34.311","DOIUrl":"https://doi.org/10.5687/iscie.34.311","url":null,"abstract":"In this paper, we propose a method that can automatically extract food regions from food images by using the saliency detection model based on a deep neural network (DNN) and the saliency thresholding method based on the average saliency value. Our experiment, using 125 food images from a food recording tool on smartphone applications, demonstrates that the proposed method significantly increased average F-measure by 4.22% or more compared with both the conventional method using local extrema and food extraction using DNN trained with 1017 food images. Our proposed method also increased average precision and recall by 0.13% or more and 11.38% or more, respectively. We also discussed the effectiveness and the future development of food extraction using the saliency detection model and saliency thresholding method on the basis of experimental results.","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133217161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Obstacle Recognition with Single Camera for Unmanned Small Vessel Using Semantic Segmentation 基于语义分割的无人船单摄像头障碍物识别
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2021-12-15 DOI: 10.5687/iscie.34.319
Kota Mukai, N. Hara, K. Konishi
{"title":"Obstacle Recognition with Single Camera for Unmanned Small Vessel Using Semantic Segmentation","authors":"Kota Mukai, N. Hara, K. Konishi","doi":"10.5687/iscie.34.319","DOIUrl":"https://doi.org/10.5687/iscie.34.319","url":null,"abstract":"","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134525410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-time Data-driven Reference Shaping based on Online Data-driven Tunings 基于在线数据驱动调优的实时数据驱动参考整形
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2021-12-15 DOI: 10.5687/iscie.34.322
Motoya Suzuki, O. Kaneko
{"title":"Real-time Data-driven Reference Shaping based on Online Data-driven Tunings","authors":"Motoya Suzuki, O. Kaneko","doi":"10.5687/iscie.34.322","DOIUrl":"https://doi.org/10.5687/iscie.34.322","url":null,"abstract":"","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121653961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gain Scheduling for Sampled-data State Estimation over Lossy Networks 有损网络上采样数据状态估计的增益调度
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2021-11-15 DOI: 10.5687/iscie.34.287
Kenji Sugimoto, Toshitaka Aihara, Masaki Ogura, Kenta Hanada
{"title":"Gain Scheduling for Sampled-data State Estimation over Lossy Networks","authors":"Kenji Sugimoto, Toshitaka Aihara, Masaki Ogura, Kenta Hanada","doi":"10.5687/iscie.34.287","DOIUrl":"https://doi.org/10.5687/iscie.34.287","url":null,"abstract":"This paper proposes a design method for sampled-data state estimator over lossy networks. When a measurement signal loss is detected, the proposed estimator switches gains and continues to update the estimate based upon last received measurement. The gains are computed in advance by means of a common solution of linear matrix inequalities so that the estimation is suboptimal with respect to the mean square error in the steady state. The effectiveness of the proposed method is illustrated/evaluated via numerical simulations.","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127841549","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Stability Analysis of the Stochastic Infectious Model under Subclinical Infections and the Influence of the Random Noise on Its Stability 亚临床感染下随机感染模型的稳定性分析及随机噪声对其稳定性的影响
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2021-11-15 DOI: 10.5687/iscie.34.279
M. Ishikawa
{"title":"The Stability Analysis of the Stochastic Infectious Model under Subclinical Infections and the Influence of the Random Noise on Its Stability","authors":"M. Ishikawa","doi":"10.5687/iscie.34.279","DOIUrl":"https://doi.org/10.5687/iscie.34.279","url":null,"abstract":"The stability of the stochastic infectious models under subclinical infections and the influence of the random noise on the stability are considered in this paper. As we all know, the corona virus (COVID-19) has a great impact on economy and society since December 2019. Many people have still been suffering from COVID-19 infection. The control of COVID-19 infection is an emergent issue in epidemiology. One of characteristics of COVID-19 infection is the existence of subclinical infections. Hence, we analyze the stability of the infectious disease under subclinical infections in this paper. In the realistic spread of the infectious disease, environmental change and individual difference cause some kinds of random fluctuations in the model parameters. So, we introduce the random fluctuation into consideration in the model construction and we propose the stochastic infectious models with subclinical infections. Since the stability analysis of the infectious model is effective in the control of the spread of the infectious disease, we analyze the stability of the stochastic infectious model with subclinical infections. By numerical simulations, we show the efficacy of the stability theorems derived in this paper and consider the influence of the random noise on the stability using the Lyapunov exponent.","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127119446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying an Egg-Containing Follicle by Displacement Analysis of the Follicle Border 通过卵泡边缘位移分析鉴定含卵卵泡
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2021-11-15 DOI: 10.5687/iscie.34.303
Kohei Okishio, Y. Koya, H. Matsubayashi, T. Ishikawa
{"title":"Identifying an Egg-Containing Follicle by Displacement Analysis of the Follicle Border","authors":"Kohei Okishio, Y. Koya, H. Matsubayashi, T. Ishikawa","doi":"10.5687/iscie.34.303","DOIUrl":"https://doi.org/10.5687/iscie.34.303","url":null,"abstract":"","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132211784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Relationship between Role Exchange between Agents and Exploration Efficiency on Graph Exploration via Heterogeneous Agents 异构agent图搜索中agent角色交换与搜索效率的关系
Transactions of the Institute of Systems, Control and Information Engineers Pub Date : 2021-10-15 DOI: 10.5687/iscie.34.269
Yukari Mochizuki, K. Sawada
{"title":"A Relationship between Role Exchange between Agents and Exploration Efficiency on Graph Exploration via Heterogeneous Agents","authors":"Yukari Mochizuki, K. Sawada","doi":"10.5687/iscie.34.269","DOIUrl":"https://doi.org/10.5687/iscie.34.269","url":null,"abstract":"","PeriodicalId":403477,"journal":{"name":"Transactions of the Institute of Systems, Control and Information Engineers","volume":"873 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116157132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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