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Machine scheduling in custom furniture industry through neuro-evolutionary hybridization
2011
Applied Soft Computing
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Machine scheduling is a critical problem in industries where products are custom-designed. ...
The wide range of products, the lack of previous experiences in manufacturing, and the several conflicting criteria used to evaluate the quality of the schedules define a huge search space. ...
Neural networks are universal approximators and can easily be trained to map multidimensional nonlinear functions because of their parallel architecture. ...
doi:10.1016/j.asoc.2010.04.020
fatcat:tnp4hnercbeh3ebngngfq63cxu
TECHNIQUES IN ADVANCING THE CAPABILITIES OF VARIOUS NITRATE DETECTION METHODS: A REVIEW
2017
International Journal on Smart Sensing and Intelligent Systems
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The main nitrate detection methods for the past 10 years will be reviewed according to their advantages and disadvantages, followed by a focus on the techniques on increasing detection capabilities. ...
The utilisation of advance material such as membranes, reduction agents etc. is also identified as the key aspect for system improvement. ...
would like to acknowledge the financial assistance from the Science fund the Ministry of Science, Technology and Innovation (MOSTI) Malaysia (Vote No. 03-01-06-SF1216) and Universiti Teknologi Malaysia for ...
doi:10.21307/ijssis-2017-210
fatcat:eruan4yfivc77gyudln7unhu5i
Innovation and scaling of ICT for the bottom-of-the-pyramid
2013
Journal of Information Technology
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That perspective is then instantiated through the case study of a successfully-scaled ICT innovation that has reached millions of poor consumers: the Kenyan m-money system, M-Pesa. ...
Synthesising the literature that challenges these dualities, this paper creates a systemic perspective that is particularly appropriate for scaling of ICT to bottom-of-the-pyramid (BoP) markets. ...
The later functional expansion (section 4.5) can be read as part of a new scaling iteration for the new (albeit closely related) innovation of m-money systems, which will run in staggered parallel to the ...
doi:10.1057/jit.2013.19
fatcat:gboe5iiwljdy5gihdc6katut4u
NEORL: NeuroEvolution Optimization with Reinforcement Learning
[article]
2021
arXiv
pre-print
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The examples include nuclear reactor control and fuel cell power production. ...
We present an open-source Python framework for NeuroEvolution Optimization with Reinforcement Learning (NEORL) developed at the Massachusetts Institute of Technology. ...
Acknowledgment This work is sponsored by Exelon Corporation, a nuclear electric power generation company, under the award (40008739). ...
arXiv:2112.07057v1
fatcat:gteka3t2srhx3dinmv43cqebga
Tuning compilations by multi-objective optimization: Application to Apache web server
2015
Applied Soft Computing
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, etc.) or different flavor for a given microprocessor architecture (e.g. ...
Algorithm 1 Computation of the Crowding Distance Require: F = {I i } |F | i=1 : front; M : number of objectives for all F i ∈ F do F i .cd ← 0 end for for all m ≤ M do # Loop over each objective F ← sort ...
A c c e p t e d M a n u s c r i p t A c c e p t e d M a n u s c r i p t A strategy and tool for tuning compilations by multiobjetive optimization is proposed. Multiple criteria satisfaction is based ...
doi:10.1016/j.asoc.2015.01.029
fatcat:3osoyvlqhrdjfbetkdlnayay2i
A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining
[chapter]
2009
Lecture Notes in Computer Science
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The goal of multi-objective clustering (MOC) is to decompose a dataset into similar groups maximizing multiple objectives in parallel. ...
In this paper, we provide a methodology, architecture and algorithms that, based on a large set of objectives, derive interesting clusters regarding two or more of those objectives. ...
This research was supported in part by a grant from the Environmental Institute of Houston (EIH). ...
doi:10.1007/978-3-642-03348-3_20
fatcat:clbtaztulffono2awvvxmavcde
IMPROVING METROLOGICAL PROPERTIES OF ELECTRIC TRACTION ENERGY METERS USING FUZZY CONTROLLERS
2018
Transport Problems
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By performing a computer simulation of systems used for correcting metrological properties of electric traction energy meters, it has been proven that the applied fuzzy systems, based on an expert's knowledge ...
An essential concept is this paper is to present the possibility of having a multi-input fuzzy controller split into two-input controllers connected in parallel and cascade. ...
Input current i d of the traction inverter 6T loaded by a Pesa Bydgostia ED74 passenger train unit ...
doi:10.21307/tp.2018.13.1.13
fatcat:wuachxgvjbaljowa6h5dxf2ebm
La territorialisation de l'agriculture périurbaine du Chianti : entre terroir et proximité urbaine
2011
Norois
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Photo 1 : La villa Le Corti à San Casciano in Val di Pesa (cliché C. Perrin, 2006) Villa Le Corti in San Casciano in Val di Pesa (photo C. ...
et Tavarnelle Val di Pesa. 5. ...
doi:10.4000/norois.3785
fatcat:tgnknsdmcbenhghfdvwmfieyfy
Complementary Currencies for Humanitarian Aid
2021
Journal of Risk and Financial Management
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Transaction histories recorded on a blockchain and network visualizations show the ability of these Complementary Currencies to create diverse production capacity, dense local supply chains, and data for ...
The paper discusses humanitarian Cash and Voucher Assistance programs and compares them to a Complementary Currency system using Grassroots Economics as a case study. ...
Gratitude is extended to Arash Mahdian at Wolfram Research who assisted in trouble shooting the production of the figures using Wolfram Mathematica software v.12.3 and Claudia Stone for editing the paper ...
doi:10.3390/jrfm14110557
fatcat:lawu6fqagnf4rnvj5ub2cpnc7i
Landsat phenological metrics and their relation to aboveground carbon in the Brazilian Savanna
2018
Carbon Balance and Management
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In order to account for these challenges we analyzed the potential of land surface phenological metrics derived from gap-filled 8-day Landsat time series for carbon mapping. ...
We selected three areas located in different subregions in the central Brazil region, which is a prominent example of a Savanna with significant carbon stocks that has been undergoing extensive land cover ...
Acknowledgements We thank Andreas Rabe for optimizing and translating the RBF convolution filter code into Python and for his help during remote sensing data processing. ...
doi:10.1186/s13021-018-0097-1
pmid:29766371
pmcid:PMC5953907
fatcat:k5fxzym4gzbddictkksk4gko4e
Partial Discharge Recognition with a Multi-Resolution Convolutional Neural Network
2018
Sensors
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Finally, a unified framework based on matrix projection is discussed to provide a possible explanation for the effectiveness of the architecture. ...
Partial discharge (PD) is not only an important symptom for monitoring the imperfections in the insulation system of a gas-insulated switchgear (GIS), but also the factor that accelerates the degradation ...
Four planar equiangular spiral antennas (PESAs) with impedance transformers were installed inside the GIS chamber in the hand holes parallel to the axis of the GIS bus-bar, as shown in Figures 8 and ...
doi:10.3390/s18103512
fatcat:yj4xmd3i6ngwxh3ftmx7xsojnu
Blockchain-IoT peer device storage optimization using an advanced time-variant multi-objective particle swarm optimization algorithm
2022
EURASIP Journal on Wireless Communications and Networking
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The first being an improved hybrid architecture design which uses containerization to create a side chain on a fog node for the devices connected to it and an Advanced Time-variant Multi-objective Particle ...
To show how this algorithm can be applied to a real-world Blockchain system, the BISS industrial Blockchain architecture was adapted and modified to show how the AT-MOPSO can be used with existing Blockchain ...
Acknowledgements The authors are grateful to the TWAS-DFG Visiting Researcher Programme for providing and funding a collaborative environment between Offenburg University of Applied Sciences and KNUST ...
doi:10.1186/s13638-021-02074-3
fatcat:zh7ttwhjujf47nm2mlngtsw7he
Entrevista a Kengo Kuma
2013
Palimpsesto
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Starting from a natural form, is your research on a complex geometry system also a structural research? This geometrical approach, is it maybe a potential future path for your work? ...
How do you think this conception can be applied to architecture? By arranging several thin walls in parallel, layers of spaces can be realized in a space without depth. ...
doi:10.5821/pl.v0i7.1274
fatcat:qoey6jxbjnc2zhbkbyrvt3evly
Evolutionary Computation and Its Applications in Neural and Fuzzy Systems
2011
Applied Computational Intelligence and Soft Computing
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Neural networks and fuzzy systems are two soft-computing paradigms for system modelling. ...
Adapting a neural or fuzzy system requires to solve two optimization problems: structural optimization and parametric optimization. ...
A nonuniform mutation capable of fine-tuning the system is defined by adding a random term to x i [30] . ...
doi:10.1155/2011/938240
fatcat:2bgm47lyfva6vi4xhyjtvpmq3a
Embeddedness of UK devolution finance within the public expenditure system
2005
Regional studies
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H D. and ML A. (2005) Embeddedness of UK devolution finance within the public expenditure system, Regional Studies 39, 495-518. ...
In fact, greater transparency about process (i.e. the rules) has not yet been matched by transparency about the numerical operation of a key element in the system, namely the Barnett formula, which regulates ...
5) (3)î(5) (4)î(5) î(6) î(6) î ( Ω Outturn adjustments. ...
doi:10.1080/00343400500128556
fatcat:6tx5wulktvar3dw6s5ckq5yxge
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