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Journal articles on the topic 'Bottleneck theory'

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1

Lei, Qi, and Tong Li. "Identification approach for bottleneck clusters in a job shop based on theory of constraints and sensitivity analysis." Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 231, no. 6 (2015): 1091–101. http://dx.doi.org/10.1177/0954405415583884.

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Manufacturing systems are constrained by one or more bottlenecks. Reducing bottlenecks improves the entire system. Finding bottlenecks, however, is a difficult task. In this study, a new bottleneck detection method based on theory of constrains and sensitivity analysis is presented to overcome the disadvantages of existing bottleneck identification methods for a job shop. First, a bottleneck index matrix is obtained by examining the sensitivity of system production performance to the capacity of each machine. Technique for order preference by similarity to ideal solution is then employed to ca
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2

Su, Xuan, Jingyu Lu, Chen Chen, Junjie Yu, and Weixi Ji. "Dynamic Bottleneck Identification of Manufacturing Resources in Complex Manufacturing System." Applied Sciences 12, no. 9 (2022): 4195. http://dx.doi.org/10.3390/app12094195.

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Bottleneck identification is of great interest in discrete manufacturing fields, as they limit the system’s throughput. However, the bottlenecks are difficult to accurately identify due to the instability and complexity of discrete manufacturing systems. This paper proposes a dynamic bottleneck identification method (DBI-BS) that is based on effective buffers and fine-grained machine states to identify bottlenecks accurately. First, the complex manufacturing system (CMS) with strong coupling between elements is decoupled into several independent parts under the guidance of the effective buffer
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Urban, Wieslaw, and Patrycja Rogowska. "Methodology for bottleneck identification in a production system when implementing TOC." Engineering Management in Production and Services 12, no. 2 (2020): 74–82. http://dx.doi.org/10.2478/emj-2020-0012.

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AbstractFor TOC (Theory of Constraints) implementation in a production system, the determination of the system's bottleneck is a crucial step. Effective bottleneck identification allows setting priorities for the improvement of a production system. The article deals with a significant problem for the manufacturing industry related to the location of a bottleneck. The article aims for a detailed analysis of methods for bottleneck identification based on a comprehensive literature review and the design of a generalised methodology for bottleneck identification in the production system. The artic
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Captain, Gospel Otto, and Ipalibo Robert. "Models for Predicting Speed at Bottleneck Locations where the Flow Rate is Greater than the Bottleneck in Port Harcourt City." Models for Predicting Speed at Bottleneck Locations where the Flow Rate is Greater than the Bottleneck in Port Harcourt City 9, no. 1 (2024): 9. https://doi.org/10.5281/zenodo.10499914.

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Numerous measures are being implemented to address transportation challenges in Port Harcourt, a rapidly growing city with a high population in Nigeria. The city experiences heavy traffic congestion, especially on major link roads, leading to significant delays due to the bottlenecks caused by reckless parking, construction work, and other factors. To analyse speed at bottlenecks, experts apply the Lighthill Theory, a rigorous process determining speed. Bottlenecks refer to areas in the road network where traffic flow is hindered, resulting in congestion and decreased speeds. Accurately modell
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Chakravorty, S. S., and J. Brian Atwater§. "Bottleneck management: theory and practice." Production Planning & Control 17, no. 5 (2006): 441–47. http://dx.doi.org/10.1080/09537280600682752.

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6

Urban, Wieslaw, and Patrycja Rogowska. "The Case Study of Bottlenecks Identification for Practical Implementation to the Theory of Constraints." Multidisciplinary Aspects of Production Engineering 1, no. 1 (2018): 399–405. http://dx.doi.org/10.2478/mape-2018-0051.

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Abstract According to the Theory of Constraints by Goldratt system bottlenecks are key to improving productivity and profitability of the entire production system. An important issue in the practical application of this theory is to identify bottlenecks in the system. The aim of this paper is to develop practical steps to identify bottlenecks in the production system characterised by a homogeneous flow. The paper includes a case study which shows six steps that allowing to specify not only the first bottleneck of the system but to develop a comprehensive plan for removing bottlenecks.
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Zhou, Xichuan, Kui Liu, Cong Shi, Haijun Liu, and Ji Liu. "Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation Quantization." Proceedings of the AAAI Conference on Artificial Intelligence 35, no. 4 (2021): 3590–98. http://dx.doi.org/10.1609/aaai.v35i4.16474.

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Recent researches on information theory shed new light on the continuous attempts to open the black box of neural signal encoding. Inspired by the problem of lossy signal compression for wireless communication, this paper presents a Bitwise Bottleneck approach for quantizing and encoding neural network activations. Based on the rate-distortion theory, the Bitwise Bottleneck attempts to determine the most significant bits in activation representation by assigning and approximating the sparse coefficients associated with different bits. Given the constraint of a limited average code rate, the bo
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Alzubi, Emad, Anas M. Atieh, Khaleel Abu Shgair, John Damiani, Sima Sunna, and Abdallah Madi. "Hybrid Integrations of Value Stream Mapping, Theory of Constraints and Simulation: Application to Wooden Furniture Industry." Processes 7, no. 11 (2019): 816. http://dx.doi.org/10.3390/pr7110816.

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This paper studies manufacturing processes in a wooden furniture manufacturing company. The company suffers from long manufacturing lead times and an unbalanced production line. To identify sources of waste and delay value stream mapping (VSM) and a discrete event simulation model is implemented. VSM is used to visualize and analyze the major processes of the company and provide quantifiable KPIs; the manufacturing lead-time and then Overall Equipment Effectiveness (OEE) settings. A discrete event simulation model is then built to analyze the company on a wider scale and provide the data requi
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9

Buddas, Henrietta. "A bottleneck analysis in the IFRC supply chain." Journal of Humanitarian Logistics and Supply Chain Management 4, no. 2 (2014): 222–44. http://dx.doi.org/10.1108/jhlscm-10-2013-0036.

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Purpose – The purpose of this paper is to further the understanding of bottlenecks occurring when preparing for humanitarian operations in the humanitarian supply chain. The focus in this paper is set on the activities of aid supply procurement and aid consolidation into standardised deliveries of humanitarian aid. Design/methodology/approach – The paper follows a qualitative case study and builds a theoretical bottleneck analysis framework, using, e.g. the theory of constraints as an important building block. The case study as such involves the IFRC supply chain. Findings – The findings in th
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10

Nguyen, Thanh Tang, and Jaesik Choi. "Markov Information Bottleneck to Improve Information Flow in Stochastic Neural Networks." Entropy 21, no. 10 (2019): 976. http://dx.doi.org/10.3390/e21100976.

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While rate distortion theory compresses data under a distortion constraint, information bottleneck (IB) generalizes rate distortion theory to learning problems by replacing a distortion constraint with a constraint of relevant information. In this work, we further extend IB to multiple Markov bottlenecks (i.e., latent variables that form a Markov chain), namely Markov information bottleneck (MIB), which particularly fits better in the context of stochastic neural networks (SNNs) than the original IB. We show that Markov bottlenecks cannot simultaneously achieve their information optimality in
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11

LIU, YONGLI, YUANXIN OUYANG, and ZHANG XIONG. "INCREMENTAL CLUSTERING USING INFORMATION BOTTLENECK THEORY." International Journal of Pattern Recognition and Artificial Intelligence 25, no. 05 (2011): 695–712. http://dx.doi.org/10.1142/s0218001411008622.

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Document clustering is one of the most effective techniques to organize documents in an unsupervised manner. In this paper, an Incremental method for document Clustering based on Information Bottleneck theory (ICIB) is presented. The ICIB is designed to improve the accuracy and efficiency of document clustering, and resolve the issue that an arbitrary choice of document similarity measure could produce an inaccurate clustering result. In our approach, document similarity is calculated using information bottleneck theory and documents are grouped incrementally. A first document is selected rand
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Shen, Ren Jie, Qing Gang Jia, Yan Yan Liang, and Jing Zhang. "Identify the Bottleneck of Water Network by Using Graph Theory." Advanced Materials Research 433-440 (January 2012): 4794–97. http://dx.doi.org/10.4028/www.scientific.net/amr.433-440.4794.

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Water system integration which aims on the bottleneck of the water network is the only effective method. Therefore, it is essential and significant to study the bottleneck identification of water networks. In this paper, the definition and fundamental characteristics of the bottleneck about flow rate in water network are given. The graph theory was engaged to identify the bottleneck of water network. A case study is used to show the method.
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13

Mochammad Moransyah Dalimunthe, Chaznin R Muhammad, and Reni Amaranti. "Perencanaan Kapasitas Produksi dengan Metode Theory Of Constraints pada Konveksi." Bandung Conference Series: Industrial Engineering Science 5, no. 1 (2025): 135–46. https://doi.org/10.29313/bcsies.v5i1.17815.

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Abstract. Production delays at Thanksdream Garment’s pants production line, which produces jeans, stem from bottlenecks at cutting, sewing, and finishing stations. These constraints limit capacity, delay orders, and reduce profitability. The Theory of Constraints (TOC) was applied to identify and resolve these issues through steps such as identifying, exploiting, subordinating, and elevating bottlenecks.Research findings show that constraint elevation through overtime effectively increases capacity. Adding one hour of overtime to cutting station 1 raised capacity from 120,960 to 138,240 minute
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14

Rianti, Hera, Laila Nafisah, and Eko Nursubiyantoro. "PENDEKATAN THEORY OF CONSTRAINTS (TOC) PENJADWALAN FLOW SHOP PADA SISTEM PRODUKSI MAKE TO ORDER." OPSI 12, no. 1 (2019): 27. http://dx.doi.org/10.31315/opsi.v12i1.2830.

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CV Putra Kilau Lampuan adalah erusahaan percetakan yang memproduksi buku, majalah, packaging, dan undangan. Sistem produksi yang diterapkan berbasis Make To Order (MTO) dengan pola aliran proses produksi bersifat flow shop. Perusahaan dihadapkan pada kendala banyaknya Work In Process (WIP) dengan kapasitas stasiun kerja yang terbatas, sehingga dapat menghambat aliran produksi dan waktu penyelesaian menjadi besar. Penelitian menggunakan metode penjadwalan drum buffer rope dengan konsep pendekatan Theory of Constraints (TOC) yang berfokus kepada pemanfaatan stasiun kerja bottleneck. Penjadwalan
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Wang, Tian Yong, Ge Gao, Yu Lei Wang, and Qian Qian Wang. "Research on Bottleneck of Emergency Logistics Capability Based on Emergency Logistics Network." Advanced Materials Research 711 (June 2013): 753–57. http://dx.doi.org/10.4028/www.scientific.net/amr.711.753.

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Based on the emergency logistics network, the research calculate the logistics capability of each node and the line in the network .Then the research find out the bottlenecks link in emergency logistics network according to theory of constraints .At last, the research improve the capability of bottleneck link to improve the ability of the whole emergency logistics network rapidly.
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16

Aulia Chafifah Wulandari, Amal Witonohadi, and Fani Puspitasari. "Perancangan Model Simulasi dan Perbaikan Lini Produksi Pompa Air Tipe PS – 135 E Menggunakan Simulasi Diskrit dan Theory Of Constraint pada PT. Tirta Intimizu Nusantara." JURNAL TEKNIK INDUSTRI 13, no. 1 (2023): 16–33. http://dx.doi.org/10.25105/jti.v13i1.17511.

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Intisari— Permasalahan yang dialami oleh perusahaan adalah target produksi yang tidak tercapai. Hal tersebut terjadi pada lini produksi pompa air tipe PS - 135 E yang disebabkan oleh stasiun kerja yang menghabiskan waktu proses produksi lebih lama dibandingkan dengan waktu proses produksi yang tersedia karena adanya penumpukkan material pada stasiun kerja. Penelitian ini dilakukan dengan tujuan untuk mengidentifikasi stasiun kerja yang mengalami bottleneck dengan menggunakan metode Theory of Constraint. Selain itu, dilakukan perancangan model simulasi lini produksi dengan menggunakan ProModel
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Agraprana, Al Aileen, and Dwi Sukma Donoriyanto. "Optimization of Production Process by Applying Theory of Constraint (TOC) at CV. Wijaya Mandiri Label." IJIEM - Indonesian Journal of Industrial Engineering and Management 5, no. 1 (2024): 192. http://dx.doi.org/10.22441/ijiem.v5i1.22515.

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CV. Wijaya Mandiri Label is a company engaged in the printing industry sector located in Sidoarjo which provides printing services inside and outside Sidoarjo. In the production process, problems arise after several years of operation at work stations that cause bottlenecks in the production capacity of bontax and OPP sticker printing, thus hindering the production process to run optimally. This resulted in an inefficient sticker production process in meeting targets that made throughput not optimal. To overcome these problems, researchers conducted research that explored the use of Theory of
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18

Li, Junjie, and Ding Liu. "Information Bottleneck Theory on Convolutional Neural Networks." Neural Processing Letters 53, no. 2 (2021): 1385–400. http://dx.doi.org/10.1007/s11063-021-10445-6.

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19

Mondal, Shyamal Kumar, Debapriya Dey Sarkar, and KAJLA BASU. "Uncertain Bottleneck Assignment Problem Using Credibility Theory." International Journal of Mathematics in Operational Research 1, no. 1 (2022): 1. http://dx.doi.org/10.1504/ijmor.2022.10052534.

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20

Sarkar, Debapriya Dey, Shyamal Kumar Mondal, and Kajla Basu. "Uncertain bottleneck assignment problem using credibility theory." International Journal of Mathematics in Operational Research 26, no. 4 (2023): 502–22. http://dx.doi.org/10.1504/ijmor.2023.135549.

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21

Rahmawati, Desy, Puryani Puryani, and Eko Nursubiyantoro. "OPTIMALISASI KAPASITAS STASIUN KERJA DENGAN PENERAPAN THEORY OF CONSTRAINTS (TOC)." OPSI 12, no. 1 (2019): 12. http://dx.doi.org/10.31315/opsi.v12i1.2828.

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CV Tunas Jaya Abadi adalah perusahaan yang memproduksi kotak makan (wooden lunch box) berbahan baku kayu sengon laut (albasia). Produk yang dihasilkan berukuran 165 x 118 x 1,7 mm dan 193 x 118 x 1,7 mm. Proses produksi yang dilakukan adalah make to order repetitif. CV Tunas Jaya Abadi memiliki permasalahan dengan kapasitas produksi yang menyebabkan pesanan tidak terpenuhi. Lantai produksi terdapat stasiun kerja bottleneck pada stasiun kerja sanding/penghalusan. Penumpukan tersebut terjadi karena perbedaan waktu standar dan kapasitas maksimum pada stasiun kerja sebelumnya. Penelitian ini digun
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Chen, Chen, Chiu Liu, and Zhongren Wang. "New approach to determine number of lanes on freeway upgrades." Canadian Journal of Civil Engineering 35, no. 10 (2008): 1033–41. http://dx.doi.org/10.1139/l08-048.

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A slow-moving heavy vehicle can substantially reduce traffic flow because the vehicle acts as a moving bottleneck. In particular, the bottleneck can be initiated on a long uphill freeway section where heavy trucks gain little acceleration and propagate upstream when the percentage of loaded trucks in the traffic is high. This paper finds an interesting relation between the bottlenecks and some physical factors including heavy vehicle characteristics, road geometry, traffic flow theory, and percentage of trucks in traffic. According to this relation, the paper provides two dimensionless physica
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Napitupulu, Humala, Meilita T. Sembiring, and Nurul Asmah Hidayah. "PERENCANAAN DAN PENJADWALAN PRODUKSI GREEN TEA DENGAN PENDEKATAN THEORY OF CONSTRAINT PADA PT. XYZ." Jurnal Sistem Teknik Industri 18, no. 1 (2018): 26–30. http://dx.doi.org/10.32734/jsti.v18i1.340.

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Perencanaan produksi dalam proses produksi manufaktur merupakan salah satu bagian dari sistemproduksi. Perencanaan produksi menentukan pengukuran kemampuan perusahaan dalam penyediaan produk.Pengaturan perencanaan produksi yang tidak baik akan menyebabkan terjadinya penumpukan (bottleneck).Bottleneck stasiun kerja mengakibatkan perusahaan tidak mampu memenuhi permintaan. PT. XYZ adalahsebuah perusahaan manufaktur dalam bidang produksi green tea yang mengalami masalah tidak mampumemenuhi permintaan akibat adanya bottleneck pada salah satu stasiun. Hal ini dapat dilihat dari jumlahproduksi green
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Geiger, Bernhard C., and Gernot Kubin. "Information Bottleneck: Theory and Applications in Deep Learning." Entropy 22, no. 12 (2020): 1408. http://dx.doi.org/10.3390/e22121408.

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Dr., David Augustine Bull. "Operational Bottlenecks and Workforce Efficiency: A Quantitative Evaluation Using the Theory of Constraints in Healthcare." International Journal of Interdisciplinary Research and Innovations 13, no. 2 (2025): 60–78. https://doi.org/10.5281/zenodo.15585196.

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<strong>Abstract:</strong> This study examined the predictive and operational value of bottleneck analysis for optimizing healthcare staff utilization through the integration of the Theory of Constraints (TOC) and predictive analytics. Using a quantitative, explanatory research design, data was collected from departmental workflows, performance metrics, and staff schedules in a mid-sized urban hospital over a 12-month period. Bottlenecks were identified and categorized into human, procedural, and technological constraints. To address the first research question, predictive models, including mu
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Dr., Chandragowda M., and Gowda M. Ganesh. "A Comprehensive Approach to Bottleneck Management in Production Systems." Journal of Scholastic Engineering Science and Management (JSESM), A Peer Reviewed Universities Refereed Multidisciplinary Research Journal 4, no. 3 (2025): 39–44. https://doi.org/10.5281/zenodo.15056583.

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In the realm of industrial operations, the pursuit of optimal efficiency is paramount for sustaining a competitive edge. Organizations across various sectors are continuously seeking to enhance their production processes, with the goals of minimizing waste, maximizing output, and ultimately increasing profitability. Bottleneck management is crucial to achieving these goals. This research article provides a comprehensive exploration of bottleneck management in production systems. It delves into the fundamental principles and methodologies for understanding and resolving production constraints.
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JIA, BIN, RUI JIANG, and QING-SONG WU. "THE TRAFFIC BOTTLENECK EFFECTS CAUSED BY THE LANE CLOSING IN THE CELLULAR AUTOMATA MODEL." International Journal of Modern Physics C 14, no. 10 (2003): 1295–303. http://dx.doi.org/10.1142/s012918310300542x.

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As a kind of bottleneck, the lane closing has seldomly been investigated with cellular automata model. In this paper, we study this issue using the cellular automata traffic flow model. The capacity and the density distribution of this kind of bottleneck are discussed in details. We find that (i) the capacity of the bottleneck is a little smaller than the maximum flow rate of single-lane road; (ii) different regulations may lead to different density distributions of the vehicles upstream of the lane closing. Moreover, the density inversion phenomenon is reported under certain conditions. This
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Du, Xin, Katayoun Farrahi, and Mahesan Niranjan. "Information Bottleneck Theory Based Exploration of Cascade Learning." Entropy 23, no. 10 (2021): 1360. http://dx.doi.org/10.3390/e23101360.

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In solving challenging pattern recognition problems, deep neural networks have shown excellent performance by forming powerful mappings between inputs and targets, learning representations (features) and making subsequent predictions. A recent tool to help understand how representations are formed is based on observing the dynamics of learning on an information plane using mutual information, linking the input to the representation (I(X;T)) and the representation to the target (I(T;Y)). In this paper, we use an information theoretical approach to understand how Cascade Learning (CL), a method
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Saxe, Andrew M., Yamini Bansal, Joel Dapello, et al. "On the information bottleneck theory of deep learning." Journal of Statistical Mechanics: Theory and Experiment 2019, no. 12 (2019): 124020. http://dx.doi.org/10.1088/1742-5468/ab3985.

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Lewandowsky, Jan, and Gerhard Bauch. "Theory and Application of the Information Bottleneck Method." Entropy 26, no. 3 (2024): 187. http://dx.doi.org/10.3390/e26030187.

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Cao, MS, W. Xu, Z. Su, W. Ostachowicz, and N. Xia. "Local coordinate systems-based method to analyze high-order modes of n-step Timoshenko beam." Journal of Vibration and Control 23, no. 1 (2016): 89–102. http://dx.doi.org/10.1177/1077546315573919.

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High-frequency transverse vibration of stepped beams has attracted increasing attention in various industrial areas. For an n-step Timoshenko beam, the governing differential equations of transverse vibration have been well established in the literature on the basis of assembling classic Timoshenko beam equations for uniform beam segments. However, solving the governing differential equation has not been resolved well to date, manifested by a computational bottleneck: only the first k modes ( k ≤ 12) are solvable for i-step ( i ≥ 0) Timoshenko beams. This bottleneck diminishes the completeness
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Kerner, Boris S. "Theory of Breakdown Phenomenon at Highway Bottlenecks." Transportation Research Record: Journal of the Transportation Research Board 1710, no. 1 (2000): 136–44. http://dx.doi.org/10.3141/1710-16.

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On the basis of an empirical study of congestion occurring at a freeway bottleneck, it is shown that the congested regime can exist under a large variation of the discharge flow rate downstream of the bottleneck. This variation can be from about 1,600 to 1,700 vehicles/h to 2,600 to 2,700 vehicles/h per lane. A criticism of the application of queuing theories for the description of traffic pattern features is given. An explanation is given of the features of a congested regime on the basis of the recently discovered properties of synchronized flow as a new traffic phase.
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Liu, Xun, Le Shen, and Kun Zhang. "Estimating the Probability Distribution of Construction Project Completion Times Based on Drum-Buffer-Rope Theory." Applied Sciences 11, no. 15 (2021): 7150. http://dx.doi.org/10.3390/app11157150.

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Various factors affecting the construction progress are regarded as bottlenecks giving rise to the project duration overrun. The contractor should combine the project schedule with the plan in order to reduce the uncertainty of the project activities. The present research describes the method derived from the theory of constraints (TOC) attempts to enhance the relationship among activities, to revise and further reduce the uncertainty of construction activities to improve the reliability of project progress. The elements of drum, buffer and rope (DBR) in TOC are added to PERT network schedule;
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Bilinovics-Sipos, Judit, and Regina Reicher. "Overview of the concepts of bottleneck in the operation process." Scientific Papers of Silesian University of Technology. Organization and Management Series 2023, no. 170 (2023): 55–67. http://dx.doi.org/10.29119/1641-3466.2023.170.3.

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Purpose: This paper aims to provide insight into currently available corporate operation and control management approaches through the examined articles, focusing on bottlenecks and closely related theories. Design/methodology/approach: The reviewed publications, which focus on the theory of constraints, different approaches, the concept of bottlenecks, and the presentation of related methods, bring us closer to understanding the changes that have taken place in the past decades. Findings: The immense impact of digitization and changes in demand affect the requests placed on companies; the way
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Erera, Alan L., Tim W. Lawson, and Carlos F. Daganzo. "Simple, Generalized Method for Analysis of Traffic Queue Upstream of a Bottleneck." Transportation Research Record: Journal of the Transportation Research Board 1646, no. 1 (1998): 132–40. http://dx.doi.org/10.3141/1646-16.

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An approach is generalized for enhancing a standard input-output diagram to represent graphically the time and distance that vehicles spend in a queue upstream of a bottleneck. The approach requires the construction of a curve depicting the cumulative number of vehicles to have reached the back of the queue as a function of time. The original technique, described in a previous paper, is reviewed for bottlenecks with constant capacity and for those where capacity changes once. The approach is then generalized to allow multiple changes in bottleneck capacity, and the original assumption of a tri
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Sun, Guo En, Zai Lin Guan, Lei Yue, Zhi Ming Zheng, and Han Lin. "Research on DBR Production Scheduling System Application Based on Simulation." Advanced Materials Research 889-890 (February 2014): 1207–12. http://dx.doi.org/10.4028/www.scientific.net/amr.889-890.1207.

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Traditional planning methods ignore the enterprise production capacity,the paper depend on the specific case in enterprise production to build a Production Scheduling System which applies Drum-Buffer-Rope theory. This system proposes the high output, low work in process and on time delivery as the goals, considering the bottleneck resource as well as providing the master production plan with the bottleneck resource, in addition employing the simulation optimization software-Simio to optimize the bottleneck process scheduling and raise the utilization ratio of bottleneck resource.
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Jakub�kov�-Studenovsk�, D. "Monounary algebras and bottleneck algebras." Algebra Universalis 40, no. 1 (1998): 59–72. http://dx.doi.org/10.1007/s000120050081.

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Ke, Qiao, Jiangshe Zhang, H. M. Srivastava, Wei Wei, and Guang-Sheng Chen. "Independent Component Analysis Based on Information Bottleneck." Abstract and Applied Analysis 2015 (2015): 1–8. http://dx.doi.org/10.1155/2015/386201.

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The paper is mainly used to provide the equivalence of two algorithms of independent component analysis (ICA) based on the information bottleneck (IB). In the viewpoint of information theory, we attempt to explain the two classical algorithms of ICA by information bottleneck. Furthermore, via the numerical experiments with the synthetic data, sonic data, and image, ICA is proved to be an edificatory way to solve BSS successfully relying on the information theory. Finally, two realistic numerical experiments are conducted via FastICA in order to illustrate the efficiency and practicality of the
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Ye, Jiancheng, Ka-Cheong Leung, and Steven H. Low. "Combating Bufferbloat in Multi-Bottleneck Networks: Theory and Algorithms." IEEE/ACM Transactions on Networking 29, no. 4 (2021): 1477–93. http://dx.doi.org/10.1109/tnet.2021.3066505.

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Leiderman, Timor, and Yosef Ben Ezra. "Information Bottleneck Driven Deep Video Compression—IBOpenDVCW." Entropy 26, no. 10 (2024): 836. http://dx.doi.org/10.3390/e26100836.

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Video compression remains a challenging task despite significant advancements in end-to-end optimized deep networks for video coding. This study, inspired by information bottleneck (IB) theory, introduces a novel approach that combines IB theory with wavelet transform. We perform a comprehensive analysis of information and mutual information across various mother wavelets and decomposition levels. Additionally, we replace the conventional average pooling layers with a discrete wavelet transform creating more advanced pooling methods to investigate their effects on information and mutual inform
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Lemes Leite Barbosa, Gustavo, Robert Eduardo Cooper Ordoñez, Rosley Anholon, and Mauricio Andrés Sanchez. "A manufacturing bottleneck case study trough the theory of constraints and computational simulation of the proposed bottleneck solution." Brazilian Journal of Operations & Production Management 15, no. 1 (2018): 54–67. http://dx.doi.org/10.14488/bjopm.2018.v15.n1.a6.

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In 2016, the Brazilian pet industry had revenue of R$ 18.9 billion and ranked third place worldwide. Thus, it is a sector that is always looking for enhancements in its productivity levels. Based on the previous statements, a case study was conducted in a selected company of the pet care business, with the goal to augment its monthly revenue, identify the bottleneck that impedes reaching this goal, and proposed solutions to bring the production and loading fluxes of merchandise to its optimal state, making the company’s revenue also optimal. The classical tools of the theory of constraints wer
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Ramadhan, M. Gifari, and Parwadi Moengin. "PERANCANGAN MODEL SIMULASI LANTAI PRODUKSI PT. ELANGPERDANA TYRE INDUSTRY MENGGUNAKAN METODE THEORY OF CONSTRRAINT UNTUK MEMINIMASI WAKTU PRODUKSI." JURNAL TEKNIK INDUSTRI 10, no. 3 (2020): 283–97. http://dx.doi.org/10.25105/jti.v10i3.8492.

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Intisari— PT. Elangperdana Tyre Industry (PT. EPTI) merupakan salah satu produsen yang bergerak di bidang pembuatan ban mobil. Permasalahan yang dihadapi perusahaan adalah waktu produksi aktual tidak sesuai dan lebih lama dibandingkan dengan target waktu produksi yang ada. Rata-rata waktu produksi aktual sebesar 32 hari sedangkan rata-rata target waktu produksi adalah 30 hari, hal ini disebabkan karena penumpukkan material pada beberapa stasiun kerja. Permasalahan pada lini produksi tersebut menjadi penyebab terhambatnya lini produksi yang mengakibatkan terjadinya bottleneck. Pada penelitian i
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Li, Shengnan, Hu Yang, Minglun Li, Jianjun Dai, and Pu Wang. "A Highway On-Ramp Control Approach Integrating Percolation Bottleneck Analysis and Vehicle Source Identification." Sustainability 15, no. 16 (2023): 12608. http://dx.doi.org/10.3390/su151612608.

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Identifying the bottleneck segments and developing targeted traffic control strategies can facilitate the mitigation of highway traffic congestion. In this study, we proposed a new method for identifying the bottleneck segment in a large highway network based on the percolation theory. A targeted on-ramp control approach was further developed by identifying the major vehicle sources of the bottleneck segment. We found that the identified bottleneck segment played a crucial role in maintaining the functional connectivity of the highway network in terms of meeting the required level of service.
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Ahyan, Mifthahul, Eddy Kotto, and Uun Novalia Harahap. "Usulan Perbaikan Lintasan Produksi Dengan Menggunakan Metode Theory Of Constraint Dan Metode Moddie Young." Jurnal VORTEKS 2, no. 1 (2021): 59–70. http://dx.doi.org/10.54123/vorteks.v2i1.36.

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PT. XYZ merupakan salah satu perusahaan manufaktur yang bergerak di bidang vulkanisir ban di Sumatera Utara. Pada kondisi aktual, terjadi antrean pada lantai produksi dikarenakan penumpukan barang yang diproses pada beberapa stasiun kerja atau sering disebut bottleneck. Hal ini dinilai mengakibatkan throughput pada perusahaan dalam proses yang tidak optimal. Oleh karena itu penulis merancang usulan perbaikan dengan menggunakan penjadwalan stasiun kerja berdasarkan stasiun kerja dengan upaya untuk mengeliminasi stasiun kerja bottleneck dan mendapatkan keseimbangan lintasan pada lantai produksi.
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Vincent van, Ginneken. "Multiple ‘Genetic Bottleneck Theory’ of Humans and the House Mouse via Chilling Enzyme ∆12-Desaturase." Gastroenterology & Hepatology International Journal 4, no. 2 (2019): 1–22. http://dx.doi.org/10.23880/ghij-16000156.

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The super Toba volcano eruption in Indonesia around 70,000-75,000 years ago might have reduced the human’s world population to around 10,000 individuals. Such a dramatic scenario is indicated by the term 'genetic bottleneck theory' because the whole human species was on a global scale of nearly extinct. Here we show for modern humans and the common house mouse (strain C57bl6) they both possess a ‘chilling’ enzyme ∆12-desaturase in order to avoid that the body core temperature drops below 35.0 °C (95.0 °F). We postulate the hypothesis that the survivors of the Toba volcano eruption had been sel
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Li, Z. "INFORMATION THEORY OF CARTOGRAPHY: A FRAMEWORK FOR ENTROPY-BASED CARTOGRAPHIC COMMUNICATION THEORY." ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B4-2020 (August 24, 2020): 11–16. http://dx.doi.org/10.5194/isprs-archives-xliii-b4-2020-11-2020.

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Abstract. Map is an effective communication means. It carries and transmits spatial information about spatial objects and phenomena, from map makers to map users. Therefore, cartography can be regarded as a communication system. Efforts has been made on the application of Shannon Information theory developed in digital communication to cartography to establish an information theory of cartography, or simply cartographic information theory (or map information theory). There was a boom during the period from later 1960s to early 1980s. Since later 1980s, researcher have almost given up the dream
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GULSEN, AKMAN, and TAPSAHANOGLU SAIME. "Determining the optimal product mix in multiple constraints manufacturing environment: an application in the textile industry." Industria Textila 73, no. 05 (2022): 564–73. http://dx.doi.org/10.35530/it.073.05.202125.

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Theory of constraints (TOC) is an approach to production planning and control by focusing on the constraints of an organization to increase throughput by effectively managing constraints. TOC approach has been applied in many sectors, and efficient results have been taken. One of the application areas of TOC is product mix decisions. Product mix decisions are important for multi-product manufacturing systems because they affect the performance measures of the companies. This study aims to present how TOC is applied to determine the optimum product mix in a multiple- constraint environment in t
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Xu, Fan. "Review and Evaluation on the Sociocultural Theory and Bottleneck Hypothesis." Review of Educational Theory 3, no. 4 (2020): 58. http://dx.doi.org/10.30564/ret.v3i4.2404.

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Over the past three decades, a growing number of different theories in second language acquisition field have come out in an effort to provide explanations as to how language learning takes place, to figure out what variables are effective for second language acquisition as well as to offer guidance to mass second language learners and language teachers. Because behind every teaching approach exists certain kind of theory of language acquisition and good theory in turn can help students master language skills in an effective and efficient way.Each theory is considered to have contributed to th
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Siregar, I. "Application of Theory of Constraints in Bottleneck Work Stations Optimization." Journal of Physics: Conference Series 1339 (December 2019): 012024. http://dx.doi.org/10.1088/1742-6596/1339/1/012024.

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Shao, Xiufeng, Xiang Zhong, Jingshan Li, et al. "Bottleneck Analysis to Reduce Surgical Flow Disruptions: Theory and Application." IEEE Transactions on Automation Science and Engineering 12, no. 1 (2015): 127–39. http://dx.doi.org/10.1109/tase.2014.2329833.

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