Relevant bibliographies by topics / Cluster Location Problem

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers

Academic literature on the topic 'Cluster Location Problem'

Author: Grafiati
Published: 4 June 2021
Last updated: 1 February 2022

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Journal articles on the topic "Cluster Location Problem"

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Chain, P., and S. Arunyanart. "Using cluster analysis for location decision problem." IOP Conference Series: Materials Science and Engineering 673 (December 10, 2019): 012086. http://dx.doi.org/10.1088/1757-899x/673/1/012086.

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Hosoda, Junko, and Takashi Irohara. "A cluster generation approach for location routing problem." Proceedings of Manufacturing Systems Division Conference 2018 (2018): 206. http://dx.doi.org/10.1299/jsmemsd.2018.206.

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Mirabi, Mohammad, and Parya Seddighi. "Hybrid ant colony optimization for capacitated multiple-allocation cluster hub location problem." Artificial Intelligence for Engineering Design, Analysis and Manufacturing 32, no. 1 (2017): 44–58. http://dx.doi.org/10.1017/s0890060417000221.

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AbstractThe hub location problems involve locating facilities and designing hub networks to minimize the total cost of transportation (as a function of distance) between hubs, establishing facilities and demand management. In this paper, we consider the capacitated cluster hub location problem because of its wide range of applications in real-world cases, especially in transportation and telecommunication networks. In this regard, a mathematical model is presented to address this problem under capacity constraints imposed on hubs and transportation lines. Then, a new hybrid algorithm based on
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Moreno, José, Casiano Rodríguez, and Natividad Jiménez. "Heuristic cluster algorithm for multiple facility location-allocation problem." RAIRO - Operations Research 25, no. 1 (1991): 97–107. http://dx.doi.org/10.1051/ro/1991250100971.

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Tian, Xiao, Wei Zhang, and Jie Zhang. "Cross double-difference inversion for microseismic event location using data from a single monitoring well." GEOPHYSICS 81, no. 5 (2016): KS183—KS194. http://dx.doi.org/10.1190/geo2016-0198.1.

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The double-difference (DD) location method has long been applied for locating a cluster of earthquakes with data recorded at surface seismic stations. This method has also been used for locating microseismic events with multiple monitoring wells during hydraulic fracturing. We first extended the approach for locating a cluster of microseismic events with data recorded from a single well. To do this, we have reduced the 3D location problem to 2D by projecting all of the events onto a vertical ([Formula: see text]) plane, with a vertical [Formula: see text]-axis and a horizontal [Formula: see te
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Wagner, Bernd. "An exact solution procedure for a cluster hub location problem." European Journal of Operational Research 178, no. 2 (2007): 391–401. http://dx.doi.org/10.1016/j.ejor.2006.02.011.

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MacGregor, James N. "Effects of cluster location and cluster distribution on performance on the traveling salesman problem." Attention, Perception, & Psychophysics 77, no. 7 (2015): 2491–501. http://dx.doi.org/10.3758/s13414-015-0925-2.

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Faisol, Faisol, and Masdukil Makruf. "Distribusi Batik Madura Melalui Penerapan Generalized Vehicle Routing Problem (GVRP)." Jurnal Matematika "MANTIK" 3, no. 2 (2017): 101–4. http://dx.doi.org/10.15642/mantik.2017.3.2.101-104.

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Product distribution process is an effort to convey a product of consumer handlebar with a planned and programmed system. Cluster method is a grouping of the nearest market location, then analyzed the location of potential facilities through center of gravity. GVRP (Generalized Vehicle Routing Problem) is one of the algorithms in the cluster method [1]. In the GVRP describes the route determination to minimize the required distribution costs. GVRP is a generalization of VRP, so the point of the graph is partitioned into several sets of specific points, called clusters [2]. In this research, mo
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Masaeli, Nafiseh, Hamid Haj Seyed Javadi, and Elham Noori. "Optimistic Selection of Cluster Heads Based on Facility Location Problem in Cluster-Based Routing Protocols." Wireless Personal Communications 72, no. 4 (2013): 2721–40. http://dx.doi.org/10.1007/s11277-013-1176-y.

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Senne, Edson Luiz França, Marcos Antonio Pereira, and Luiz Antonio Nogueira Lorena. "A Decomposition Heuristic for the Maximal Covering Location Problem." Advances in Operations Research 2010 (2010): 1–12. http://dx.doi.org/10.1155/2010/120756.

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This paper proposes a cluster partitioning technique to calculate improved upper bounds to the optimal solution of maximal covering location problems. Given a covering distance, a graph is built considering as vertices the potential facility locations, and with an edge connecting each pair of facilities that attend a same client. Coupling constraints, corresponding to some edges of this graph, are identified and relaxed in the Lagrangean way, resulting in disconnected subgraphs representing smaller subproblems that are computationally easier to solve by exact methods. The proposed technique is
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Dissertations / Theses on the topic "Cluster Location Problem"

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Malentacchi, Simone. "Progettazione di layout per l’ottimizzazione dei flussi di handling di un magazzino cross-docking: Il caso One Express Italia s.p.a." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2021.

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Il presente elaborato nasce da un progetto di collaborazione tra l’azienda One Express Italia S.p.A. e il Dipartimento di Ingegneria Industriale dell’Università di Bologna (DIN). L’obiettivo del percorso di tesi è stato quello di sviluppare una metodologia che permettesse lo studio e la riprogettazione di un magazzino cross-docking ottimizzando i flussi di handling interni, arrivando in ultima istanza a consegnare delle soluzioni di layout. A tal fine sono stati sviluppati due modelli di ottimizzazione Cluster Location in AMPL, un applicativo VBA di supporto al processo di progettazione di la
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Buhrmann, Jacoba Hendrina. "The effects of clustering on the medium and large-scale capacitated location-routing problem." Thesis, 2016. http://hdl.handle.net/10539/20701.

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A thesis submitted to the Faculty of Engineering and the Built Environment, University of the Witwatersrand, Johannesburg, in fulfilment of the requirements for the degree of Doctor of Philosophy. February 23, 2016<br>This work investigates the effectiveness of using clustering methods in solving various capacitated location-routing problems (CLRP) for medium- and large-scale datasets, with up to 20 000 datapoints. Different clustering methods as well as hybrid clustering methods are tested and compared. A new problem called the planar CLRP (plCLRP) is introduced. Based on the results
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Yu-SyuanLin and 林雨萱. "An Innovative Improvement of the Cluster-First, Route-Second Approach for the Location-Routing Problem." Thesis, 2018. http://ndltd.ncl.edu.tw/handle/493xw4.

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Books on the topic "Cluster Location Problem"

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Miron, John R. The Geography of Competition: Firms, Prices, and Localization. Springer Science+Business Media, LLC, 2010.

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Miron, John R. The Geography of Competition: Firms, Prices, and Localization. Springer, 2014.

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Clark, Gordon L. Behaviour in Context. Edited by Gordon L. Clark, Maryann P. Feldman, Meric S. Gertler, and Dariusz Wójcik. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780198755609.013.10.

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The behavioural revolution has profoundly affected how we conceptualize behaviour. The rational agent of standard microeconomic theory has been found wanting and, in its place, new formulations have been presented which take seriously human traits like myopia and loss aversion. Here it is argued that the behavioural revolution offers a way of understanding common problems in economic geography, such as co-location, clusters of innovation, the diffusion of innovation, and home bias. It is noted that earlier versions of behaviouralism stressed bounded rationality but underestimated the far-reach
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Book chapters on the topic "Cluster Location Problem"

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Esnaf, Şakir, Tarık Küçükdeniz, and Nükhet Tunçbilek. "Fuzzy C-Means Algorithm with Fixed Cluster Centers for Uncapacitated Facility Location Problems: Turkish Case Study." In Supply Chain Management Under Fuzziness. Springer Berlin Heidelberg, 2014. http://dx.doi.org/10.1007/978-3-642-53939-8_21.

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Parajara, Caroline Nascimento, Gustavo Barbosa Libotte, Geraldo Galdino de Paula, and Gustavo Mendes Platt. "A Study on the Impact of Balancing the Number of Elements of the Clusters on the Uncapacited p-medians Location Problem Using GRASP with Path-Relinking." In EngOpt 2018 Proceedings of the 6th International Conference on Engineering Optimization. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-97773-7_29.

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Minis, I. "Applications of Neural Networks in Supply Chain Management." In Handbook of Research on Nature-Inspired Computing for Economics and Management. IGI Global, 2007. http://dx.doi.org/10.4018/978-1-59140-984-7.ch039.

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This chapter focuses on significant applications of self-organizing maps (SOMs), that is, unsupervised learning neural networks in two supply chain applications: cellular manufacturing and real-time management of a delayed delivery vehicle. Both problems require drastic complexity reduction, which is addressed effectively by clustering using SOMs. In the first problem, we cluster machines into cells and we use Latent Semantic Indexing for effective training of the network. In the second problem, we group the distribution sites into clusters based on their geographical location. The available vehicle time is distributed to each cluster by solving an appropriate non-linear optimization problem. Within each cluster an established orienteering heuristic is used to determine the clients to be served and the vehicle route. Extensive experimental results indicate that in terms of solution quality, our approach in general outperforms previously proposed methods. Furthermore, the proposed techniques are more efficient, especially in cases involving large numbers of data points. Neural networks have and will continue to play a significant role in solving effectively complex problems in supply chain applications, some of which are also highlighted in this chapter.
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Banimelhem, Omar, Eyad Taqieddin, Moad Y. Mowafi, Fahed Awad, and Feda' Al-Ma'aqbeh. "Fuzzy Logic-Based Cluster Heads Percentage Calculation for Improving the Performance of the LEACH Protocol." In Fuzzy Systems. IGI Global, 2017. http://dx.doi.org/10.4018/978-1-5225-1908-9.ch027.

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In wireless sensor networks, cluster-based routing was proven to be the most energy-efficient strategy to deal with the scaling problem. In addition, selecting the proper number of clusters is a critical decision that can impose a significant impact on the energy consumption and the network lifetime. This paper presents FL-LEACH, a variant of the well-known LEACH clustering protocol, which attempts to relax the stringent strategy of determining the number of clusters used by LEACH via fuzzy logic decision-making scheme. This relates the number of clusters to a number of network characteristics such as the number of sensor nodes, the area of the sensing field, and the location of the base station. The performance of FL-LEACH was evaluated via simulation and was compared against LEACH using standard metrics such as network lifetime and remaining network energy. The results depicted that the proposed approach has the potential to substantially conserve the sensor node energy and extend lifetime of the network.
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Wang, Shilin, Alan Wee-Chung Liew, Wing Hong Lau, and Shu Hung Leung. "Lip Region Segmentation with Complex Background." In Visual Speech Recognition. IGI Global, 2009. http://dx.doi.org/10.4018/978-1-60566-186-5.ch005.

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As the first step of many visual speech recognition and visual speaker authentication systems, robust and accurate lip region segmentation is of vital importance for lip image analysis. However, most of the current techniques break down when dealing with lip images with complex and inhomogeneous background region such as mustaches and beards. In order to solve this problem, a Multi-class, Shapeguided FCM (MS-FCM) clustering algorithm is proposed in this chapter. In the proposed approach, one cluster is set for the lip region and a combination of multiple clusters for the background which generally includes the skin region, lip shadow or beards. With the spatial distribution of the lip cluster, a spatial penalty term considering the spatial location information is introduced and incorporated into the objective function such that pixels having similar color but located in different regions can be differentiated. Experimental results show that the proposed algorithm provides accurate lip-background partition even for the images with complex background features.
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Mansouri, Majdi, Khoukhi Lyes, Hichem Snoussi, and Cédric Richard. "Routing Optimization and Secure Target Tracking in Distributed Wireless Sensor Networks." In Wireless Sensor Networks and Energy Efficiency. IGI Global, 2012. http://dx.doi.org/10.4018/978-1-4666-0101-7.ch019.

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Due to the limited energy supplies of nodes in wireless sensor networks (WSN), optimizing their design under energy constraints, reducing their communication costs, and securing their aggregated data are of paramount importance. To this goal, and in order to efficiently solve the problem of target tracking in WSN with quantized measurements, the authors propose to jointly estimate the target position and the relay location, and select the secure sensor nodes and the best communication path. Firstly, the authors select the appropriate group in order to balance the energy dissipation and to provide the required data of the target in the WSN. This selection is also based on the transmission power between a single sensor and a cluster head (CH). Secondly, the authors detect the malicious sensor nodes based on the information relevance of their measurements. Thirdly, they select the best communication path between the candidate sensor and the CH. Then, the authors estimate jointly the target position and the relay location using Quantized Variational Filtering (QVF) algorithm. The selection of candidate sensors is based on multi-criteria function, which is computed by using the predicted target position provided by the QVF algorithm. The proposed algorithm for the detection of malicious sensor nodes is based on Kullback-Leibler distance between the current target position distribution and the predicted sensor observation, while the best communication path is selected as well as the highest signal-to-noise ratio (SNR) at the CH. The efficiency of the proposed method is validated by extensive simulations in target tracking for wireless sensor networks.
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Valmisa, Mercedes. "Locating Adaptive Agency." In Adapting. Oxford University Press, 2021. http://dx.doi.org/10.1093/oso/9780197572962.003.0003.

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Chapter 2 identifies, locates, and disambiguates adaptive agency within the early Chinese textual horizon. It deals with three problems: (1) the notion of adapting is stable, but not always well-delimited or defined; (2) adapting is either expressed through a word cluster or articulated without an attributed term, which makes it more difficult to identify; and (3) adaptive agency must be demarcated from similar notions also pervasive in early Chinese intellectual discourses and their modern scholarly studies. Beyond expounding the philological basis of the research, the section “What Is Not Adapting” clarifies the difference between adapting, flexibility, reliance, balancing, conforming, and spontaneity.
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McGwire, Ken, and Napoleon A. Chagnon. "Empirical and Methodological Problems in Developing a GIS Database for Yanomanö Tribesmen Located in Remote Areas." In Anthropology, Space, and Geographic Information Systems. Oxford University Press, 1996. http://dx.doi.org/10.1093/oso/9780195085754.003.0009.

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For almost thirty years Chagnon has been studying the settlement patterns of a large cluster of remote Yanomamö communities in southern Venezuela, documenting population growth, mortality patterns, fissioning, dispersal, and pioneering of adjacent virgin areas of tropical forest. Approximately fifteen villages, with a current (1992) population of about 2000 individuals, have been studied. During a period of some 150 years, members of these communities have cleared and subsequently abandoned approximately five hundred sites whose geographical locations are very poorly known. In 1990 and 1991, Charles Brewer Carías, a Venezuelan naturalist, joined Chagnon in this research effort. Recent field research has resulted in geographic and demographic data suggesting that long-term warfare patterns may be contests over the apparently more desirable lowland areas, where economic activities are less costly in terms of energy and resources are more abundant or easier to obtain. Periodic village movements, provoked by hostilities with neighbors, require that relatively large lowland areas must be controlled so that groups can move around within them and maintain maximum distance from enemy groups. To do this, lowland villages must grow large and politically bellicose. When they fission, usually at a size of about 150 to 200 people, some of the resulting smaller groups are driven out and take refuge in more rugged but economically less productive highland terrain, where they adopt a less bellicose political stance toward their neighbors. Rates of mortality due to warfare, frequencies of abduction of women from neighbors, and other sociodemographic attributes distinguish highland from lowland communities in the overall area (Chagnon 1992). Geographic information systems are considered effective methods for organizing and analyzing the variety of spatial information required to test such hypotheses of relationships between environment and social processes. A GIS-based approach would allow maps of parameters relating to resource distribution and environmental characteristics to be compared to a rich and growing record of field observations. Analysis based on GIS would support data management requirements by allowing accurate identification and positioning of cultural and environmental features within a consistent map base.
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Odia, James O. "Created Shared Value and Sustainable, Inclusive Development of Developing Countries." In Social Entrepreneurship. IGI Global, 2019. http://dx.doi.org/10.4018/978-1-5225-8182-6.ch083.

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The created shared value represents a paradigm shift in business corporate social responsibility (CSR) and sustainability strategy. Apart from addressing the limitations inherent in the traditional CSR which is mainly philanthropic, short-lived and separated from the core business strategy and activities, it enhances the company's competitiveness while simultaneously advancing the economic and social conditions in the community of operation. Companies can create shared values through re-conceiving products and markets, redefining productivity in the value chain and building supportive industry clusters at the company's locations and solving society problems. Despite the criticisms and challenges of the shared value concept, there are convincing evidences that the created shared value is a veritable instrument for addressing the bottom of the pyramid resulting in inclusive, sustainable development of developing countries and it has the potentials to unleash the next wave of global economic growth, prosperity and sustainable development when governments, companies and non-government organizations in developing countries demonstrate commitment to their roles in shared value creation and companies start to think and take long-term views of social investments and economic prosperity, and look at corporate decisions and opportunities through the lens of shared value by incorporating social and societal values into their economic agenda.
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Odia, James O. "Created Shared Value and Sustainable, Inclusive Development of Developing Countries." In Green Business. IGI Global, 2019. http://dx.doi.org/10.4018/978-1-5225-7915-1.ch055.

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The created shared value represents a paradigm shift in business corporate social responsibility (CSR) and sustainability strategy. Apart from addressing the limitations inherent in the traditional CSR which is mainly philanthropic, short-lived and separated from the core business strategy and activities, it enhances the company's competitiveness while simultaneously advancing the economic and social conditions in the community of operation. Companies can create shared values through re-conceiving products and markets, redefining productivity in the value chain and building supportive industry clusters at the company's locations and solving society problems. Despite the criticisms and challenges of the shared value concept, there are convincing evidences that the created shared value is a veritable instrument for addressing the bottom of the pyramid resulting in inclusive, sustainable development of developing countries and it has the potentials to unleash the next wave of global economic growth, prosperity and sustainable development when governments, companies and non-government organizations in developing countries demonstrate commitment to their roles in shared value creation and companies start to think and take long-term views of social investments and economic prosperity, and look at corporate decisions and opportunities through the lens of shared value by incorporating social and societal values into their economic agenda.
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Conference papers on the topic "Cluster Location Problem"

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Zaeri, M. S., J. Shahrabi, M. Pariazar, and A. Morabbi. "A combined spatial cluster analysis - traveling salesman problem approach in location-routing problem: A case study in Iran." In 2007 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE, 2007. http://dx.doi.org/10.1109/ieem.2007.4419462.

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Rajamohan, Vasudevan, Ramin Sedaghati, and Subhash Rakheja. "Optimal Location of the MR Fluid Segments in the Partially Treated Magnetorheological Fluid Sandwich Beam." In ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2010. http://dx.doi.org/10.1115/detc2010-28236.

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A design optimization methodology is presented to maximize the modal damping factor of a partially treated MR sandwich beam. Modal strain energy approach has been implemented in the finite element model developed for a partially treated MR sandwich beam to derive the modal damping factor at each node. Two different configurations of a partially treated MR sandwich beam are considered including a beam with a cluster of MR fluid segments and a beam with arbitrarily located MR fluid segments. The significance of the location of MR fluid segments on the modal damping factor is investigated under d
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Venkataraman, P. "Data Clustering Using the Natural Bézier Functions." In ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2018. http://dx.doi.org/10.1115/detc2018-85103.

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An unorthodox and effective non-iterative procedure for spherical clusters is demonstrated in this paper. It uses natural Bézier functions to determine initial cluster locations using the content of the data. The natural Bernstein-Bézier functions are very robust in representing data through continuous functions in the application of functional data analysis. This paper demonstrates that they are equally robust at resolving data clusters in classification problems. The original data is scaled and segmented. A natural Bézier function is fitted for each segment and the initial clusters are cente
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Sun, Huimin, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Pingfu Chao, and Xiaofang Zhou. "MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation." In Thirtieth International Joint Conference on Artificial Intelligence {IJCAI-21}. International Joint Conferences on Artificial Intelligence Organization, 2021. http://dx.doi.org/10.24963/ijcai.2021/415.

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Next Point-of-Interest (POI) recommendation is of great value for location-based services. Existing solutions mainly rely on extensive observed data and are brittle to users with few interactions. Unfortunately, the problem of few-shot next POI recommendation has not been well studied yet. In this paper, we propose a novel meta-optimized model MFNP, which can rapidly adapt to users with few check-in records. Towards the cold-start problem, it seamlessly integrates carefully designed user-specific and region-specific tasks in meta-learning, such that region-aware user preferences can be capture
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Hermes, Zainab, Ashraf O. Nassef, and Lotfi K. Gaafar. "Optimal Camera Path Planning for the Inspection of Printed Circuit Boards Using a Two Stepped Optimization Approach." In ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2010. http://dx.doi.org/10.1115/detc2010-28393.

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Automated Optical Inspection (AOI) systems are rapidly replacing slow and tedious manual inspections of Printed Circuit Boards (PCBs). In an AOI system, a minicamera traverses the PCB in a pre-defined travel path, snapping shots of all the PCB components or nodes, at pre-defined locations. The images are then processed and information about the different nodes is extracted and compared against ideal standards stored in the AOI system. This way, a flawed board is detected. Minimizing both the number of images required to scan all the PCB nodes, and the path through which the camera must travel
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Jeong, Min Joong, Brian H. Dennis, and Shinobu Yoshimura. "Multidimensional Solution Clustering and Its Application to the Coolant Passage Optimization of a Turbine Blade." In ASME 2003 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2003. http://dx.doi.org/10.1115/detc2003/dac-48764.

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Data clustering methods can be a useful tool for engineering design that is based on numerical optimization. The clustering method is an effective way of producing representative designs, or clusters, from a large set of potential designs. These methods have recently been applied to the clustering of Pareto-optimal solutions from multi-objective optimization. The results presented here focus on the application of clustering to single objective optimization results. In the case of single objective optimization, the method is used to determine the clusters in a set of quasi-optimal feasible solu
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Cao, Dongxing, Karthik Ramani, Ming Wang Fu, and Runli Zhang. "A Port-Based Agent Approach to Guiding Concept Generation for Customizing Modular Varieties." In ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASMEDC, 2010. http://dx.doi.org/10.1115/detc2010-28492.

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As the description of design requirements at the earlier design stage is inaccurate and vague, it is difficult to figure out functional structure of a product and make sense product configuration. Therefore, it plays an important role to formally represent the process of design for product development in the conceptual design stage. Furthermore, port, as the location of intended interaction, is crucial to capture component concept and realize conceptual design for multi-solution generation. Agent is considered as an effective approach to collaboratively implementing design problem solving and
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Sakhardande, Rohan, and Deepak Devegowda. "Data-Driven Causal Analyses of Parent-Child Well Interactions for Well Spacing Decisions." In SPE Hydraulic Fracturing Technology Conference and Exhibition. SPE, 2021. http://dx.doi.org/10.2118/204165-ms.

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Abstract The analyses of parent-child well performance is a complex problem depending on the interplay between timing, completion design, formation properties, direct frac-hits and well spacing. Assessing the impact of well spacing on parent or child well performance is therefore challenging. A naïve approach that is purely observational does not control for completion design or formation properties and can compromise well spacing decisions and economics and perhaps, lead to non-intuitive results. By using concepts from causal inference in randomized clinical trials, we quantify the impact of
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Ne´lias, D., J. Leroux, and B. Fulleringer. "Effects of the Presence of Multiple Spherical Inclusions Within an Elastic Half-Space in a Circular Point Contact." In STLE/ASME 2010 International Joint Tribology Conference. ASMEDC, 2010. http://dx.doi.org/10.1115/ijtc2010-41160.

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A fast method to solve contact problems when one of the mating bodies contains multiple heterogeneous inclusions is proposed, and numerical results are presented for soft or stiff inhomogeneities. The emphasis is put on the effects of spherical inclusions on the contact pressure distribution. The computing time and allocated memory are kept small, compared to the finite element method, by the use of analytical solution to account for the presence of inhomogeneities. The Eshelby’s equivalent inclusion method is considered in the contact solver. An iterative process is implemented to determine t
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Euán, Carolina, Joaquín Ortega, and Pedro C. Alvarez-Esteban. "Detecting Stationary Intervals for Random Waves Using Time Series Clustering." In ASME 2014 33rd International Conference on Ocean, Offshore and Arctic Engineering. American Society of Mechanical Engineers, 2014. http://dx.doi.org/10.1115/omae2014-24269.

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The problem of detecting changes in the state of the sea is very important for the analysis and determination of wave climate in a given location. Wave measurements are frequently statistically analyzed as a time series, and segmentation algorithms developed in this context are used to determine change-points. However, most methods found in the literature consider the case of instantaneous changes in the time series, which is not usually the case for sea waves, where changes take a certain time interval to occur. We propose a new segmentation method that allows for the presence of transition i
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