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Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization

Differential Evolution with Self-adaptation and Local Search...

引用

Congress on Evolutionary Computation

作者： Ales Zamuda Janez Brest Borko Boskovic Viljem Zumer Computer Architecture and Languages Laboratory Institute of Computer Science Faculty of Electrical Engineering and Computer Science University of Maribor Maribor Slovenia

This paper presents differential evolution with self-adaptation and local search for constrained multiobjective optimization algorithm (DECMOSA-SQP), which uses the self-adaptation mechanism from DEMOwSA algorithm presented at CEC 2007 and a SQP local search. The constrained handling mechanism is also incorporated in the new algorithm. Assessment of the algorithm using CEC 2009 special session and competition on constrained multiobjective optimization test functions is presented. The functions are composed of unconstrained and constrained problems. Their results are assessed using the IGD metric. Based on this metric, algorithm strengths and weaknesses are discussed.

关键词： Constraint optimization Testing Evolutionary computation computer science Quadratic programming Simulated annealing Computational modeling Guidelines computer architecture Search methods

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Design and Implementation of an EMG-based System for Monitoring and Help Request

Design and Implementation of an EMG-based System for Monitor...

引用

2022 International Conference on Smart Systems and Power Management, IC2SPM 2022

作者： Zeine, Carla Daou, Roy Abi Zeid Telawi, Samer Boercsoek, Josef Hayek, Ali Haidar, Gaby Abou University of Kassel Faculty of Electrical Engineering /Computer Science Department of Computer Architecture and System Programming Kassel Germany Lebanese German University Faculty of Public Health Jounieh Department of Computer Architecture and System Programming Biomedical Technologies Department Jounieh Lebanon Université la Sagesse Faculty of Engineering Furn El Chebbak Mechatronics Department Beirut Lebanon University of Applied Science Hamm-Lippstadt Department Lippstadt 2 Hardware Engineering Marker Allee 76-78 Hamm59063 Germany American University of Science and Technology Faculty of Engineering Zahle Lebanon

ISBN: (数字)9781665452915

ISBN: (纸本)9781665452915

Integrating electrophysiological signals in larger systems is getting wider due to the fact that such modalities facilitate the daily tasks of users. However, the high cost of monitoring systems (e.g., oscilloscopes) limits the testing and analysis of the acquired signal from such noisy systems (i. e., electrophysiological devices). The proposed system is a part of a larger proj ect that deals with the identification of sign language movements through the use of Muscle-computer Interfaces. On one hand, the user is able to display the signal acquired by the electrodes on an LCD screen. On the other hand, the system helps a mute patient to issue a special message to his surrounding environment that does not know the sign language to ask for help. The second feature is not unique, as it can be replaced by any other application based on the user's needs. The system was tested on several persons, and the results are promising. © 2022 IEEE.

关键词： Liquid crystal displays

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MEPNTC: A Standard-Cell Library Design Scheme Extending the Minimum-Energy-Point Operation of Near-$V_{th}$ Computing

MEPNTC: A Standard-Cell Library Design Scheme Extending the ...

引用

IEEE International Conference on computer Design: VLSI in computers and Processors, (ICCD)

作者： Anuradha C. Ranasinghe Sabih H. Gerez Chair of Computer Architecture for Embedded Systems Faculty of Electrical Engineering University of Twente Enschede Netherlands

ISBN: (数字)9781728197104

ISBN: (纸本)9781728197111

This paper presents an energy-efficient standard-cell library design scheme: MEPNTC, targeting ultra-low-voltage near/sub- V th operation. MEPNTC exploits an alternative logic style and inverse-narrow-width-effect (INWE) to extend the minimum energy point operation. A carefully engineered design style is presented to improve the PVT and glitch immunity of the cells while preserving balanced noise margins across a wider VDD range. The reduced parasitics and performance boost from both techniques have demonstrated up to 30 % -60 % of energy savings at 0.5V, typical near- V th level for general-purpose hardware accelerator benchmarks (32-bit Booth Multiplier, 25- Tap FIR Filter, Forward Discrete Cosine Transform and JPEG Image Compression Units) compared to standard CMOS and INWE aware CMOS designs in 65-nm bulk CMOS technology.

关键词： Transform coding CMOS technology Libraries Hardware Energy efficiency Standards Resilience

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Differential evolution for multiobjective optimization with self adaptation

Differential evolution for multiobjective optimization with ...

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Congress on Evolutionary Computation

This paper presents performance assessment of differential evolution for multiobjective optimization with self adaptation algorithm, which uses the self adaptation mechanism from evolution strategies to adapt F and CR parameters of the candidate creation in DE. Results for several runs on CEC2007 special session test functions are presented and assessed with different performance metrics. Based on these metrics, algorithm strengths and weaknesses are discussed.

关键词： Chromium Measurement Evolutionary computation Genetic mutations computer science Automatic testing Simulated annealing Performance evaluation computer architecture Ground penetrating radar

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Inverted fuzzy implications in backward reasoning 6th

Inverted fuzzy implications in backward reasoning

引用

6th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2015

作者： Suraj, Zbigniew Lasek, Agnieszka Chair of Computer Science Faculty of Mathematics and Natural Sciences University of Rzesźow Prof. S. Pigonia Str. 1 Rzesźow35-310 Poland Department of Electrical Engineering and Computer Science Lassonde School of Engineering York University 4700 Keele Street Toronto Canada

Fuzzy inference systems generate inference results based on fuzzy IF-THEN rules. Fuzzy implications are mostly used as a way of interpretation of the IF-THEN rules with fuzzy antecedent and fuzzy consequent. From over eight decades a number of different fuzzy implications have been described, e.g. [6–10]. This leads to the following question: how to choose the proper function among basic fuzzy implications. In our paper, we propose a new method for choosing implication. Our method allows to compare two fuzzy implications. If the truth value of the consequent and the truth value of the implication are given, by means of inverse fuzzy implications we can easily optimize the truth value of the implication antecedent. In other words, we can choose the fuzzy implication, which has the highest or the lowest truth value of the implication antecedent or which has higher or lower truth value than another implication. © Springer International Publishing Switzerland 2015.

关键词： Fuzzy inference

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An XML approach to semantically extract data from HTML tables

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16th International Conference on Database and Expert Systems Applications, DEXA 2005

作者： Liu, Jixue Ao, Zhuoyun Park, Ho-Hyun Chen, Yongfeng School of Computer and Information Science University of South Australia Australia School of Electrical and Electronics Engineering Chung-Ang University Korea Republic of Faculty of Management Xian University of Architecture and Technology China

ISBN: (纸本)9783540285663

Data intensive information is often published on the internet in the format of HTML tables. Extracting some of the information that is of users’ interest from the internet, especially when large number of web pages need to be accessed, is time consuming. To automate the processes of information extraction, this paper proposes an XML way of semantically analyzing HTML tables for the data od interest. It firstly introduces a mini language in XML syntax for specifying ontologies that represent the data of interest. Then it defines algorithms that parse HTML tables to a specially defined type of XML trees. The XML trees are then compared with the ontologies to semantically analyze and locate the part of table or nested tables that have the interesting data. Finally, interesting data, once identified, is output as XML documents. © Springer-Verlag Berlin Heidelberg 2005.

关键词： XML

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FAST CHARGING ELECTRIC BUSES IN MARIBOR: A COMPARATIVE ANALYSIS OF SIMULATION AND REAL-WORLD RESULTS 12th

FAST CHARGING ELECTRIC BUSES IN MARIBOR: A COMPARATIVE ANALY...

引用

12th International Conference on Environmental engineering, ICEE 2023

作者： Klemenčič, Mitja Španer, Marijan Lep, Marjan Moharić, Matej Department of Transportation Engineering Faculty of Civil Engineering Transportation Engineering and Architecture University of Maribor Smetanova 17 Maribor Slovenia Laboratory for Power Electronics Institute of Robotics Faculty of Electrical Engineering and Computer Science University of Maribor Koroška cesta 46 Maribor Slovenia

This paper presents a study of the energy consumption of a full electric bus charged at a fast-charging station with pantographs in the city of Maribor. The results of simulated and real tests on the PT line 6 are compared and analysed. The partly electrified PT line 6 provides insights on comparison between simulated energy consumption and re-al-life energy consumption, charging time and reliability of charging. The results reveal that the simulation considered several important factors like real life turnaround time, driving cycle, regenerative braking, charging time, peak hour charging time, heating/cooling systems, full passenger load as important and critical to identify the appropriate concept for charging. Technical and operational errors were identified in real world, due to connectivity failures or driver errors in positioning the vehicle, which were not considered in the simulation. The real-world data and procedure for selection of the most appropriate charging technology represent a good basis for full electrified Public Transport in Maribor. © 2023 The Author(s). Published by Vilnius Gediminas Technical University.

关键词： Electric buses

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High level structural description of streaming applications

High level structural description of streaming applications

引用

International Conference on Field Programmable Logic and Applications

作者： Anja Niedermeier Jan Kuper Gerard J.M. Smit Faculty of Electrical Engineering Mathematics and Computer Science Computer Architecture Embedded Systems University of Twente Netherlands

The research has been motivated by the desire for a straightforward implementation of an application described as a dataflow graph on a multicore architecture. The design has been based on an already existing language that inherently has a notion of structure: the functional programming language Haskell. Haskell has been used both for embedding the grammar for proposed language as well as to describe streaming applications with the proposed language.

关键词： Production Kernel computer architecture Functional programming Grammar Syntactics Hardware

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A dataflow-inspired CGRA for streaming applications

A dataflow-inspired CGRA for streaming applications

引用

International Conference on Field Programmable Logic and Applications

作者： Anja Niedermeier Jan Kuper Gerard J.M. Smit Faculty of Electrical Engineering Mathematics and Computer Science Computer Architecture Embedded Systems University of Twente Netherlands

The herein presented research is motivated by the need for reconfigurable, flexible computing arrays targeted at streaming applications that contain a large degree of instruction-level parallelism. Such arrays are usually referred to as coarse-grained reconfigurable arrays (CGRAs). CGRAs are composed of small, reconfigurable cores that are interconnected to form a computing grid. Here, we present a complete CGRA, consisting of an architecture and a programming language. Both the architecture and the programming language are inspired by the principles found in dataflow.

关键词： computer architecture Programming Registers Program processors Parallel processing computer languages Vectors

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Anomaly Localization at High-Density Crowd Using Motion Shape Image (MSI) 1st

Anomaly Localization at High-Density Crowd Using Motion Shap...

引用

1st International Conference on Artificial Intelligence for Smart Community, AISC 2020

作者： Farooq, M.U. Mohamad Saad, M.N. Daud Khan, S. Saleh, Y. Universiti Teknologi PETRONAS Tronoh Malaysia Department of Computer Science National University of Technology Islamabad Pakistan Electrical Engineering Department Faculty of Engineering and Islamic Architecture Umm Al-Qura University Makkah Saudi Arabia

ISBN: (纸本)9789811621826

Anomaly localization plays a critical role if a disaster occurs in a high-density crowd to efficiently rescue the crowd from the right location. This paper enriches anomaly localization by introducing new localization features, in addition to the ‘only’ localization feature of source/start point detection existing literature offers. New features introduced include crowd density estimation in localized regions and direction/angle of a localized region. A motion shape image (MSI) based approach is introduced for localization and features detection and experimentation is performed on benchmark and our proposed high-density crowd datasets. © 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Feature extraction

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