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A stackelberg location on a network with fuzzy random demand quantities using necessity measure

A stackelberg location on a network with fuzzy random demand...

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international Symposium on Soft Computing and intelligent systems (SCIS)

作者： Takeshi Uno Hideki Katagiri Kosuke Kato Institute of Socio-Arts and Sciences University of Tokushima Tokushima Japan Graduate School of Engineering Hiroshima University Hiroshima Japan Faculty of Applied Information Science Hiroshima Institute of Technology Hiroshima Japan

this paper focuses on a competitive facility location problem between leader and follower on a network with demands whose weights are given uncertainly and vaguely. By representing them as fuzzy random variables, the optimal location problem can be formulated as a fuzzy random programming problem for finding Stackelberg equilibrium. For solving the problem, it is reformulated as the problem to find the optimal solutions maximizing a degree of necessity under some chance constraint for the leader. theorems for its complexity are shown based upon the characteristics of the facility location.

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Artificial immune system for personal identification with finger vein pattern

Artificial immune system for personal identification with fi...

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8th international conference on knowledge-based intelligent information and engineering systems, KES 2004

作者： Shimooka, Toshiyuki Shimizu, Koichi Graduate School of Engineering Hokkaido University N13 W8 Kita-ku Sapporo Japan

ISBN: (纸本)9783540232063

the partial template method using the concept of an immune system was developed for finger vein pattern identification. the partial templates, that is, anti-bodies were made by cutting out standard images. the template antibodies were selected based on the rules similar to the clonal selection. Two procedures for the identification were proposed and their performances were evaluated using the samples of transilluminated finger vein image. With a preliminary test system, we could distinguish the self out of several tens of nonself images. It was verified that the artificial immune system based on the partial template method is effective for the personal identification with finger vein patterns. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Immune system

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Research on Pricing Model of Car-Hailing Platform based on Rational Inattention 13th

Research on Pricing Model of Car-Hailing Platform Based on R...

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13th international conference on Green intelligent Transportation systems and Safety, GITSS 2022

作者： Zhao, Chuan-Lin Sun, Yang-Qi School of Civil and Transportation Engineering Beijing University of Civil Engineering and Architecture Beijing102616 China

ISBN: (纸本)9789819724420

At present, there are many literature on the pricing of car-hailing platforms under the two-sided markets, but few apply the theory of rational inattention to the pricing strategy of car-hailing platforms. Considering the randomness of the status of car-hailing services and the limited ability for passengers to acquire and process information, we constructs a bi-level optimization model for car-hailing pricing based on the theory of rational inattention. the upper level aims to maximize the platform’s profits, and takes the price of car-hailing services as the independent variable. the lower level aims at optimizing the information processing strategy of rationally inattentive passengers, and establishes a conditional choice probability model in the form of standard MNL. A hybrid heuristic algorithm based on particle swarm algorithm and successive average method is used. the upper level uses PSO to acquire the platform pricing strategy in the price range and is transmitted to the lower level. According to the results of the upper level, the lower level uses MSA to acquire the passengers’ choice probability and then feedback it to the upper level. An example is built to verify the effectiveness of the algorithm. We find that optimal pricing and profit are affected by information cost and prior belief. there is a threshold for information cost and prior belief are not as high as possible. Our findings provide a reference for the formulation of pricing strategies for car-hailing platforms. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

关键词： Profitability

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Human Skill Evaluation based on Control engineering Approach

Human Skill Evaluation Based on Control Engineering Approach

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13th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine systems (HMS)

作者： Koiwai, Kazushige Liao, Yuntao Yamamoto, Toru Nanjo, Takao Yamazaki, Yoichiro Fujimoto, Yoshiaki Hiroshima Univ Inst Engn Hiroshima Japan Hiroshima Univ Grad Sch Engn Hiroshima Japan KOBELCO Construct Machinery Co Ltd Global Engn Ctr Hiroshima Japan

Although progress is being made on automation technology for the production field, some equipment still requires a human operator with experience and skills to judge the conditions. these operators have the professional skill needed to work efficiently. However, the social issues of a decreasing and aging population create difficulties in transferring profess skills in a held where human skill is needed for the operation of some equipment. In this paper, operators and pieces of equipment that require human skill are described as controllers and systems in the control engineering field, respectively. the controller representing a human consists of a proportional-integral-derivative (PID) controller and cerebellar model articulation controllers (CMACs), which are used to tuna the PID parameters. the CMAC is a mathematical model based on a cerebellar information processing mechanishm that uses a mapping function. the CMACs learn the human skill using data that include the system output and control signal. To evaluate the skill, the data of professionals and beginners are compared as the trajectories and rates of change of the PID parameters. As an application example, an evaluation of the human skills needed for an excavator swing operation will be performed in this paper. (C) 2016, IFAC (international Federation Control) Hosting By Elsevier Ltd. All rights reserverd.

关键词： Neural networks PID controllers CMAC Skill based systems Nonlinear systems

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Towards an Ontology-Driven System For Building and Farming Greenhouses 28th

Towards an Ontology-Driven System For Building and Farming G...

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28th international conference on knowledge based and intelligent information and engineering systems, KES 2024

作者： Gawich, Mariam Lahoud, Christine Baazaoui, Hajer Jomaa, Ihab Université Française d'Égypte 21 Ismailia Desert Shorouk Egypt CIAD UR 7533 UTBM BelfortF-90010 France ETIS UMR 8051 CY University ENSEA CNRS Cergy France Lebanon

Greenhouse systems are considered a part of sustainable agriculture, whose objective is food security and safety while taking into consideration the conservation of resources such as soil and water. To promote sustainable agriculture through greenhouses, it is important to develop an intelligent system that helps stakeholders in decision-making concerning the construction and management of greenhouses. this system must ensure farming activities and monitoring procedures. this work concentrates on the farming activities such as pest control, disease protection, crop cultivation, treatment, etc, and their representation in the system. Ontology is used as a technology to represent the structured information in terms of concepts and the establishment of semantic relations among them. While many existing ontologies focus on agriculture management, the greenhouse domain lack comprehensive coverage, particularly in the operational farming activities that are necessary to ensure the agriculture sustainability. therefore, there is a need to develop a greenhouse ontology-based system that address the stakeholders' inquiries related to greenhouse construction and essential farming activities for greenhouse management. this paper presents a synthesis analysis of the existing ontologies in the domain of agriculture and greenhouses as well as a novel modular ontology that covers the greenhouse farming module. © 2024 the Authors.

关键词： Agriculture Greenhouse Greenhouse Ontology knowledge engineering

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Hopfield neural network with prespecified time convergence for the segmentation of brain MR images

Hopfield neural network with prespecified time convergence f...

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13th international conference on Pattern Recognition, ICPR 1996

作者： Sammonda, Rachid Niki, Noboru Nishitani, Hiromu Dept. of Information Science and Intelligent Systems Univ. of Tokushima Japan Medical School Univ. of Tokushima Japan

ISBN: (纸本)081867282X

We present contributions to improve a previously published approach for the segmentation of magnetic resonance images of the human brain, based on an unsupervised Hopfield neural network. We formulate the segmentation problem as the minimization of an energy function constructed with two terms, the cost-term as a sum of squared errors, and the second term temporary noise added to the cost-term as an excitation to the network to escape certain local minima with the result of being closer to the global minimum. Also, to ensure the convergence of the network and its utilisation in the clinic with useful results, the minimization is achieved with a step function which permits the network to reach stability corresponding to a local minimum close to the global minimum in a prespecified period of time. We present segmentation results of our approach for data of patient diagnosed with a metastatic tumor in the brain, and we compare them to those obtained from, previous work using Hopfield neural networks, the Boltzmann machine and the conventional ISODATA clustering technique. © 1996 IEEE.

关键词： Magnetic resonance

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Towards Digital Twins in Healthcare: Optimizing Operating Room and Recovery Room Dynamics 28th

Towards Digital Twins in Healthcare: Optimizing Operating Ro...

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28th international conference on knowledge based and intelligent information and engineering systems, KES 2024

作者： Pellegrino, Mattia Lombardo, Gianfranco Poggi, Agostino Department of Engineering and Architecture Parco Area delle Scienze 181/A Parma43125 Italy

Efficient resource monitoring and organizational strategies are crucial for improving healthcare processes. Digital twins have been applied in many healthcare applications, and offer promising solutions. In our paper, we present a new digital twins-based approach that helps to improve the entire operating block management. We developed a prototype that allows for easy tracking of patients among the block, monitoring key areas: entrances, exits, and operating and recovery rooms. the system provides helpful services to medical staff, including statistical reports and scheduling assistance. Our solution was developed in partnership with the local hospital in Parma, and it seamlessly integrates with the existing legacy system to simplify healthcare operations. © 2024 the Authors.

关键词： Electronic health record

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engineering energy measurement system and data analising for an electric elevator 28th

Engineering energy measurement system and data analising for...

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28th international conference on knowledge based and intelligent information and engineering systems, KES 2024

作者： Poczekajlo, Pawel Suszyński, Robert Antosz, Andrzej Koszalin University of Technology ul Sniadeckich 2 Koszalin75-453 Poland

the article discusses the possibilities of measuring electrical energy consumption using selected modules. Several IoT devices and typical installation modules (for electrical switchboards) are presented. the authors applied one of the modules (three-phase) to measure energy consumption by an elevator located in a public building. Weekly and daily charts (cumulative and with 10-minute measurement periods) are presented. the collected measurement data are analyzed. based on the results, potential savings associated with the continuous operation of the elevator system (mainly at night) - lack of sleep/standby function are determined. It is estimated that potential reduction in electrical energy consumption by the elevator could be up to 18.5% (on a weekly basis). © 2024 the Authors.

关键词： Data reduction

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intelligent Permaculture: A Sustainable and Profitable Practice for Tropical and Maritime Climate Urban and Peri-urban Agricultural Ecosystems

Intelligent Permaculture: A Sustainable and Profitable Pract...

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international conference on Humanoid, Nanotechnology, information Technology, Communication and Control, Environment and Management (HNICEM)

作者： Ronnie Concepcion Bennyvic Joyce Esguerra Christan Hail Mendigoria Heinrick Aquino Oliver John Alajas Kate Francisco John Joshua Montañez Argel Bandala Elmer Dadios De La Salle University Manila Philippines College of Engineering and Architecture Bicol State College of Applied Sciences and Technology Naga City Philippines

ISBN: (纸本)9781665401685

Permaculture is a land management and regenerative agriculture that is the integration of technological advancement and the natural agricultural ecosystems. It is usually manifested in green architecture and balcony gardens in an urban area. However, peri-urban geographical regions are those situated in between urban and rural areas that are experiencing the impacts of modernizing community and conventional farming. this study discusses the technological drivers making intelligent permaculture ecosystems and applications, the current issues and challenges in this emerging agricultural and horticultural scheme, and a set of future directives in intelligent permaculture ecosystems in a tropical and maritime climatic setting. based on the systematic analysis, this study had established a guideline that compliance to UN sustainable development goals, controlled environment engineering, and planting of fruit-bearing trees and vegetables in sidewalks can solve the issues of public knowledge, ecological stability and environmental sustainability, profitability issue, and technological constraints concerning intelligent permaculture systems.

关键词： knowledge engineering Systematics Profitability Green products Ecosystems Vegetation Stability analysis

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Radical-based neighboring segment matching method for on-line Chinese character recognition

Radical-based neighboring segment matching method for on-lin...

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13th international conference on Pattern Recognition, ICPR 1996

作者： Chou, Kuo-Sen Fan, Kuo-Chin Fan, Tzu-I. Institute of Computer Science and Information Engineering National Central University Taiwan Telecommunication Laboratories Ministry of Communication P.O.Box 71 Chung-Li Taiwan

ISBN: (纸本)081867282X

A new approach to stroke-order and stroke-number free on-line handwritten Chinese character recognition is presented in this paper. In this new scheme, the decision rule of the segment attribute is used to characterize the segment sequence appearing in each Chinese character for recognizing connected-stroke and even cursive handwritten Chinese characters. A knowledge-based radical extraction method is proposed to perform the feature extraction before radical recognition stage. the top-level and bottom-level radical classification are adopted in the coarse classification stage to reduce the number of candidate characters. In order to develop a stroke order free system, the neighboring segment matching method is proposed. Experimental results show that the proposed scheme is an efficient solution for stroke-order and stroke-number free on-line Chinese character recognition. the recognition rate is 93.4% and the recognition speed is 0.6 second per character. © 1996 IEEE.

关键词： Extraction

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