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共 1878 条记录，以下是371-380 订阅

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A Mixed Integer Linear programming Formulation to Artificial Neural Networks 19

A Mixed Integer Linear Programming Formulation to Artificial...

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2nd international conference on Information Science and System (ICISS)

作者： Akutsu, Tatsuya Nagamochi, Hiroshi Kyoto Univ Inst Chem Res Bioinformat Ctr Kyoto 6110011 Japan Kyoto Univ Dept Appl Math & Phys Kyoto 6068501 Japan

ISBN: (纸本)9781450361033

This paper studies the problem of computing an input vector for a given pair of Artificial Neural Network (ANN) and output vector, which is a kind of inverse problem. This problem has potential applications in design of new objects, especially in design of new chemical compounds. This paper focuses on ANNs in which activation functions are represented as continuous piece-wise linear functions, which can exactly represent ReLU functions and well approximate sigmoid functions. It is shown that this inverse problem can be formulated as a Mixed Integer Linear programming Problem (MILP) with O(vertical bar V vertical bar + n(b) variables and constraints, where V is a set of neurons in a given ANN and nb denotes the total number of break points over all activation functions f(nu), nu is an element of V .

关键词： Artificial neural networks inverse problem mixed linear integer programming

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2nd international conference on Next Generation Computing applications 2019, NextComp 2019 - Proceedings

2nd International Conference on Next Generation Computing Ap...

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2nd international conference on Next Generation Computing applications, NextComp 2019

ISBN: (纸本)9781728114606

The proceedings contain 45 papers. The topics discussed include: smart aquaponics with disease detection;implementing personalized learning for mixed ability students for computer programming in a learning environment;holistic user experience in mobile augmented reality using user experience measurement index;a new unequal error protection scheme for coded MIMO systems using hierarchical 4/M QAM modulation;an analysis of assessment approaches and maturity scales used for evaluation of information security and cybersecurity user awareness and training programs: a scoping review;using neural networks to schedule automated testing in an agile environment;and TangiNet: a tangible user interface system for teaching the properties of network cables.

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Unit Commitment Problem Solution Using Binary PSO Algorithm 2

Unit Commitment Problem Solution Using Binary PSO Algorithm

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2nd international conference on Engineering Technology and its applications, IICETA 2019

作者： Ismail, Ali Abdalatheem Hussain, Ali Nasser Electrical Engineering Technical College MTU Department of Electrical Engineering Baghdad Iraq

ISBN: (纸本)9781728141053

Unit commitment (UC) is one of the most complicated problems in power system optimization. UC has direct relationship with the cost and this made the researchers and GENCOS dive in this problem and get a solution that minimizes the cost by the optimum scheduling of the generation units. In this paper, two optimization methods are considered to solve the UC problem, the dynamic programming (DP) and the Binary Particle Swarm Optimization (BPSO) algorithm. The results show that the BPSO algorithm has high ability in fast convergence to the solution and lower time consumed compared with the DP method. In addition, the effectiveness and robustness of the BPSO algorithm are verified by a comparison with the different approaches in the literature. The results show that BPSO algorithm satisfies all the constraints of the UC problem and minimizes the total operation cost. © 2019 IEEE.

关键词： Dynamic programming

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Packing Convex 3D Objects with Special Geometric and Balancing Conditions 2nd

Packing Convex 3D Objects with Special Geometric and Balanci...

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2nd international conference on Intelligent Computing and Optimization, ICO 2019

作者： Romanova, T. Litvinchev, I. Grebennik, I. Kovalenko, A. Urniaieva, I. Shekhovtsov, S. Department of Mathematical Modeling and Optimal Design Institute for Mechanical Engineering Problems of the National Academy of Sciences of Ukraine 2/10 Pozharskogo Str. Kharkiv61046 Ukraine Monterrey Av. Universidad S/N Col. Ciudad Universitaria San Nicolas de los GarzaNuevo Leon66455 Mexico Department of Systems Engineering Kharkiv National University of Radioelectronics 14 Nauki Avenue Kharkiv61166 Ukraine Department of Information Technologies Kharkiv National University of Internal Affairs 27 L. Landau Avenue Kharkiv61081 Ukraine

ISBN: (纸本)9783030335847

Packing convex 3D objects inside a convex container with balancing conditions is considered. The convex container is divided into subcontainers by a given number of supporting boards. The problem has applications in space engineering for rocketry design and takes into account both geometric (object orientations, minimum and/or maximum allowable distances between objects, combinatorial characteristics of the object arrangements inside subcontainers) and mechanical constraints (equilibrium, moments of inertia, stability). A general nonlinear optimization model is introduced and a solution strategy is provided. Numerical results are presented to illustrate the approach. © 2020, Springer Nature Switzerland AG.

关键词： Containers

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Analysis of the Work System in an Object of the New Media and the Effects Generated in the Processes of Interaction with a Weak - Visual Person 2nd

Analysis of the Work System in an Object of the New Media an...

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2nd international conference on Human Interaction and Emerging Technologies: Future applications, IHIET-AI 2020

作者： Tejeda, Jorge Gil Pineda, Lorena Olmos Departamento de Ciencias y Artes para el Diseño Universidad Autónoma Metropolitana Unidad Xochimilco Mexico City Mexico Facultad de Artes y Diseño Universidad Nacional Autónoma de México Mexico City Mexico

ISBN: (纸本)9783030442668

It has been detected through static and dynamic networks, that the Interoceptive responses, during the interaction processes in a YouTube work system with a weak - visual person, are modified based on the greater or lesser use of Fine Motor Interaction. In addition, there is a constancy in the Focal Attention processes generated by two fundamental factors: Fine motor interaction and Sound interaction. Likewise, studies show that the decrease in the processes of fine motor interaction in a weak - visual person in the YouTube work system decreases Interoceptive responses of stress, and tend to focus on audible symbols during the interaction process. Therefore, the intention of these studies is to promote reflections on the appropriate use in the objects of the new media based on the effects and processes of interaction generated in a weak - visual person. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2020.

关键词： Computer programming

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Blind scanner Server and Batch programming Implementation in the Process of Automatically Scan Documents 2

Blind scanner Server and Batch Programming Implementation in...

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2nd international conference on Informatics, Engineering, Science, and Technology (INCITEST) - Building Competitive Advantage to Face Industry 4.0

作者： Setiyadi, A. Setiawan, E. B. Univ Komputer Indonesia Jl Dipatiukur 102-116 Bandung 40132 West Java Indonesia

The purpose of this study is to streamline the time in the process of archiving and scanning documents at government or private offices and to implement batch programming and blind scanner server applications in the scan process automatically. The research method used in this study is to use descriptive analysis methodology, which has two stages, namely the stage of data collection and software development stage. Based on the results of testing for this study, this research can make it easier for government or private offices to search for archives that have been scanned. This research can speed up the process of scanning document archives in government or private offices and integrating all scanning documents on one server. The lack of this research has not been able to convert letter images to ASCII characters that can be recognized by computers. The impact of this study is to provide benefits to government and private offices to accelerate the process of scanning the archives and integrating all scanning documents on one hardware.

关键词： Scanning

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An MILP-Based Model for Hybrid Renewable Energy System Planning Considering Equipment Degradation and Battery Lifetime 2

An MILP-Based Model for Hybrid Renewable Energy System Plann...

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2nd IEEE international conference on Power and Energy applications, ICPEA 2019

作者： Guerrero, Reynaldo C. Pedrasa, Michael Angelo A. Electrical and Electronics Engineering Institute University of the Philippines Quezon City Philippines

ISBN: (纸本)9781728115962

Planning for hybrid renewable energy system involves designing the sizes of the distributed energy resources (DERs) and the timing of the expansion of the system. This paper presents a mathematical model for microgrid design that is based on mixed integer linear programming. The model is formulated to account for variable battery lifetime and the performance degradation of the generation and battery technologies. The model is solved using an MILP tool to minimize the net present cost for a long-term operation with multi-year investment option in order to address the performance degradation of the DERs. The simulation results show reduction of the initial capital costs when compared to typical models. With the salvage values and overhead costs accounted in the net present costs, extending the planning horizon does not change the optimum sizes. © 2019 IEEE.

关键词： Integer programming

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Structural, Spectral, Electrical and nonlinear Optical Characterizations of rGO-PANI Composites

Structural, Spectral, Electrical and Nonlinear Optical Chara...

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2nd international conference on Advanced Energy Materials (AEM) / 2nd international conference on Solar Energy Materials (SEM) / 4th international conference on Hydrogen Energy

作者： Sreeja, V. G. Vinitha, G. Reshmi, R. Jayaraj, M. K. Anila, E. I. Union Christian Coll Dept Phys Optolect & Nanomat Res Lab Aluva 683102 Kerala India VIT Univ Sch Adv Sci Div Phys Chennai 600127 Tamil Nadu India Cochin Univ Sci & Technol Dept Phys Ctr Adv Mat Kochi 682022 Kerala India

We report the effect of rGO on structural, electrical, spectral and nonlinear optical properties of reduced graphene oxide-polyaniline (rGO-PANI) nanocomposites. The rGO-PANI composites with different concentration of rGO were synthesized through an in situ polymerization method. The structural and optical studies of the composite powders show that the template effect of rGO provides a well ordered structure of PANI with better crystallinity. This may be due to the strong electrostatic, p-p, and hydrogen bond interactions between PANI and rGO materials. The conductivity of the composite material increases with respect to pure PANI up to a particular limit, and then decreases. It is mainly due to the disordered conjugated structure of PANI. The nonlinear optical properties of rGO-PANI composites are evaluated by Z-scan technique using a continuous wave nd: YAG laser at a wavelength of 532 nm. Two photon absorption is the main mechanism behind the self defocusing nature of rGO-PANI composites. The saturable absorption behavior of the material is due to the depletion of valence band and the band filling effect of sp(2) carbon domains. The nonlinear absorption coefficient and refractive index of the samples are also estimated and the results show that rGO-PANI composite material is a promising candidate for the applications in optical switching, optical sensors and in ultrafast photonics. (C) 2019 Elsevier Ltd. All rights reserved. Selection and/or Peer-review under responsibility of AEM2017.

关键词： reduced graphene oxide polyaniline nonlinear absorption coefficient nonlinear refraction saturable absorption

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Probabilistic programming and big data 2

Probabilistic programming and big data

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2nd international conference on Advances in Big Data, Computing and Data Communication Systems, icABCD 2019

作者： Anikwue, Arinze Kabaso, Boniface Department of Information Technology Cape Peninsula University of Technology Cape Town South Africa

ISBN: (纸本)9781538692363

The advent of the Internet in the late 1990s led to the increased flood of data termed Big Data. To derive meaningful value from big data, specialized tools and techniques are required. These tools and techniques are categorized under data management and data analysis. Under data analysis, predictive tools and techniques exists. These predictive tools and techniques use statistical models and machine learning algorithms to predict future events. Models are developed using probability theories such as Bayesian networks. However, development of probabilistic models require extreme technical expertise and it is a difficult task to model complex real-life situations. Thus, the emergence of probabilistic programming. The idea of probabilistic programming is new and its potential in AI and big data processing is important. This paper presents discussions on probabilistic reasoning and probabilistic programming with respect to big data. An investigation of the potential of probabilistic programming in big data is also presented by conducting a search through literature to find available big data solutions that use probabilistic programming. This search found one solution called InferSpark built on top of Apache Spark to process big data. This is an indication that more big data applications that uses the concept of probabilistic programming needs to be done. © 2019 IEEE.

关键词： Big data

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Implementing Personalised Learning For Mixed Ability Students For Computer programming In A Learning Environment 2

Implementing Personalised Learning For Mixed Ability Student...

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2nd international conference on Next Generation Computing applications (NextComp)

作者： Ahku, Vijayprakash Chandreekant Panchoo, Shireen Univ Technol Mauritius Sch Innovat Technol & Engn Port Louis Mauritius

ISBN: (纸本)9781728114606

Computer programming is still a challenge today due to its complex nature. In mixed ability classes, slow students face difficulties in following the pace of their teachers and, very often they lag behind and fail in acquiring the necessary programming skills. A personalized learning environment was implemented to cater for pedagogical assistance mainly in terms of customized content and relevant feedback for low, average and high level students, in order to enable them progress at their own pace. As methodology, a pre-test on key components of programming was carried out in order to understand the students' difficulties in learning programming. The platform was developed using codeigniter 3 and MySQL database. The interactions were logged and analysed. The exponential moving average was used in the system to enable teachers to monitor all the students progress and thereafter, take remedial actions accordingly. The system has been tested by a team of thirty students, for a duration of nine weeks, from a private upper secondary school. The result shows there has been an improvement in the post test as well as the summative assessment. The platform, along with its pedagogical set up and the supports of the teacher, has positive impacts on all the students progress and perception.

关键词： personalized e-learning programming ICT mixed ability exponential moving average learning environment dry run

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