2018 International Conference on Information and Communications Technology (ICOIACT)最新文献_第2页

Enhancing generality of meta-heuristic algorithms through adaptive selection and hybridization 通过自适应选择和杂交增强元启发式算法的通用性

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350825

K. Z. Zamli

{"title":"Enhancing generality of meta-heuristic algorithms through adaptive selection and hybridization","authors":"K. Z. Zamli","doi":"10.1109/ICOIACT.2018.8350825","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350825","url":null,"abstract":"Solving complex optimization problems can be painstakingly difficult endeavor considering multiple and conflicting design goals. A growing trend in utilizing meta-heuristic algorithms to solve these problems has been observed as they have shown considerable success in dealing with tradeoffs between conflicting design goals. Many meta-heuristic algorithms have been developed to date (e.g. Simulated Annealing (SA), Particle Swarm Optimization (PSO), Teaching Learning based Optimization (TLBO), Grey Wolf Optimizer(GWO) to name a few). Much of these algorithms have adopted elegant metaphors (e.g. heating and cooling of metals in the case of SA and swarming of flocking birds in the case of PSO) from nature in order to derive the mathematical models for generating the solution as well as provides control over their exploration (i.e. sufficient roaming of the search space) and exploitation (i.e. using known knowledge of the surroundings). In line with the no free lunch theorem (), this paper argues that rather than focusing on designing new algorithm, new research should focus on adaptive hybridization of meta-heuristics algorithms in order to compensate the limitation of one with the strengths of another. In this paper, we review the meta-heuristic and hyper-heuristic algorithms in order to highlight the current-state-of-the-arts and suggest areas for future research.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"64 1","pages":"67-71"},"PeriodicalIF":0.0,"publicationDate":"2018-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73586475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

A modified algorithm for full fuzzy transportation problem with simple additive weighting 具有简单加性加权的全模糊运输问题的改进算法

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350745

M. Sam’an, Farikhin, B. Surarso, Solichin Zaki

引用次数: 14

Context-based awareness in location recommendation system to enhance recommendation quality: A review 基于上下文感知的位置推荐系统提升推荐质量综述

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350671

Sulis Setiowati, T. B. Adji, I. Ardiyanto

{"title":"Context-based awareness in location recommendation system to enhance recommendation quality: A review","authors":"Sulis Setiowati, T. B. Adji, I. Ardiyanto","doi":"10.1109/ICOIACT.2018.8350671","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350671","url":null,"abstract":"Location recommendation system always involves huge volumes of data, therefore causes the scalability issues which not only increased processing time but cause reduced accuracy as well. Various techniques of recommendation system were developed to overcome this problem. Collaborative filtering is a technique that has a high accuracy in the location recommendation system, but has a weakness in terms of scalability. In addition, context-awareness approach is being developed by utilizing user contextual information, to produce more precise recommendation according to user's preferences. Some studies have shown that to achieve qualified recommendation for the user, their systems used context-awareness approach. The aim of this study is to review the technique of location recommendation system that uses the context-awareness to improve their performance in term of accuracy and scalability. The result of study shows that the implementation of context-awareness on a recommendation system gave the best result for recommending personalized location rather than a recommendation system without context-awareness. A study that uses context-awareness in the location recommendation system can achieve up to 58% precision and provide better recommendations for user. By developing DBSCAN, Singular Value Decomposition (SVD) or deep learning algorithm can produce lower scalability with high accuracy in location recommendation system.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"67 1","pages":"90-95"},"PeriodicalIF":0.0,"publicationDate":"2018-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81625680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

Design of smart lock system for doors with special features using bluetooth technology 采用蓝牙技术设计具有特殊功能的智能门锁系统

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350767

M. S. Hadis, E. Palantei, A. A. Ilham, Akbar Hendra

引用次数: 48

Pathloss modeling based on measurement at 3 Ghz for on body area network application 体域网络中基于3ghz测量的路径损耗建模

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350667

Kurnia Paranita Kartika, G. Hendrantoro, A. Mauludiyanto

{"title":"Pathloss modeling based on measurement at 3 Ghz for on body area network application","authors":"Kurnia Paranita Kartika, G. Hendrantoro, A. Mauludiyanto","doi":"10.1109/ICOIACT.2018.8350667","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350667","url":null,"abstract":"This paper presents a path loss model for wireless body area network (WBAN) on-body communication. The modelling is based on pathloss measurements in an office room with various activities. The studies are done for several on-body radio channels and with two identical microstrip patch rectangular antennas for the frequency range of 2.89–3.10 GHz. A magnitude of each frequency sampling is applied to the post processed measurement data resulting parameters for a path loss model. It was shown that pathloss for on body communication is not only based on propagation distance, but also based on the propagation in each human body self, the activity that done by the human body and also the type of activities, hard or not. We then get that the most pathloss happen in body parts which do the hard activity. The next we get that the direct distance of the body parts is lower than the pathloss when there is a shadowing. By comparing with the log normal distribution pathloss for on body channel WBAN, we find that there is the different about 32.25 dB pathloss when human body do most activity in ankle, and 26.41dB pathloss when human body do most activity on foot.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"9 1","pages":"905-910"},"PeriodicalIF":0.0,"publicationDate":"2018-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82443948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

A study on the road accidents using data investigation and visualization in Los Baños, Laguna, Philippines 菲律宾拉古纳Los Baños道路交通事故数据调查与可视化研究

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350662

Jonardo R. Asor, G. Catedrilla, Jheanel E. Estrada

{"title":"A study on the road accidents using data investigation and visualization in Los Baños, Laguna, Philippines","authors":"Jonardo R. Asor, G. Catedrilla, Jheanel E. Estrada","doi":"10.1109/ICOIACT.2018.8350662","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350662","url":null,"abstract":"Road safety is one of the most vital and crucial part of every countries daily economic growth. It gives so much impact in public health specially in the Philippines. Securing its safety will be a big help to a particular country's economic growth. The main objective of this paper is to analyze road accident's data to discover hidden pattern that can be used as precautionary measure to at least lessen the accident that occur yearly in Los Baños, Laguna, Philippines. Predicting algorithms such as Decision Tree, Naïve Bayes and Rule induction were used to identify factors affecting accident in Los Baños, Laguna. Using these three classifier the following are the results obtained by the researchers; for Decision Tree 92.84% accuracy occurred with 0.797 kappa while in Naïve Bayes 91.50% accuracy was generated with 0.741 kappa and 92.50% accuracy for Rule Induction and 0.783 kappa was produced. The researchers discovered that the place where an accident happened don't have significant correlation on the fatality of the victim. On the other hand, the researchers also found that the time and day play a vital role on the fatality or severity of victims of road accident particularly car collision.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"10 1","pages":"96-101"},"PeriodicalIF":0.0,"publicationDate":"2018-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81669438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 9

Breakdown voltage for mixed CF3CHCl2+N2 gases as gas insulation application CF3CHCl2+N2混合气体绝缘击穿电压

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350757

Tedy Juliandhy, T. Haryono, Suharyanto, I. Perdana

{"title":"Breakdown voltage for mixed CF3CHCl2+N2 gases as gas insulation application","authors":"Tedy Juliandhy, T. Haryono, Suharyanto, I. Perdana","doi":"10.1109/ICOIACT.2018.8350757","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350757","url":null,"abstract":"The Kyoto Protocol recommends Hydrofluorocarbons (HCFCs) gas as a replacement for SF<inf>6</inf> gas in high-voltage equipment using SF<inf>6</inf> as gas insulation. One of the gases that include hydrofluorocarbons is Dichlrotrifluoroethane gas (CF<inf>3</inf>CHO<inf>2</inf>). The presence of Sulfur Hexafluoride (SF<inf>a</inf>) as gas insulated switchgear (GIS) gas insulation is critical to reliability in maintaining the power system while transmitting power from the power plant through a substation. Utilization of SF<inf>6</inf> gas as a gas insulation medium in high equipment contradicts with the Kyoto Protocol. The Kyoto Protocol implies SF<inf>6</inf> restrictions and reductions for various applications. The effects of SF<inf>6</inf> gas use lead to acid rain, global warming, and ozone depletion. Alternative gas investigation for SF6 gas is CF3CHCl2 gas combined with nitrogen gas. The purpose of mixing the gas to reduce the concentration of CF<inf>3</inf>CHCl<inf>2</inf> gas in the air. This study was a mixture of CF<inf>3</inf>CHCl<inf>2</inf> + N<inf>2</inf> with 60%, 50% and 40% ratios measured as having reliable against breakdown voltage with a value of 95.6–143.8 kV. The method used in the research and writing of this paper uses a high voltage AC 50KV Test and energy method to compare the results of both methods.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"9 1","pages":"833-837"},"PeriodicalIF":0.0,"publicationDate":"2018-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81988819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Interaction between fluid and solid body surfaces in fluid simulation using material-point method 材料点法流体模拟中流体与固体表面的相互作用

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350797

Dody Dharma, R. Munir, Tito D. Kesumo Siregar

{"title":"Interaction between fluid and solid body surfaces in fluid simulation using material-point method","authors":"Dody Dharma, R. Munir, Tito D. Kesumo Siregar","doi":"10.1109/ICOIACT.2018.8350797","DOIUrl":"https://doi.org/10.1109/ICOIACT.2018.8350797","url":null,"abstract":"Recently, fluid simulation computation is not only limited for research or industrial purpose but can also be implemented into personal computer software. With the advent of interactive real-time fluid simulation. One challenge of real-time fluid simulation is to simulate interaction between fluids and solid bodies. In this paper, we extend a two-dimensional material-point method (MPM) based fluid simulation with fluid particle and solid body surface interaction calculation. To simulate the interactions, we use several geometry concepts such as reflection and shape in order to formulate the necessary equations of fluid particle velocity change. The equation is then implemented into an existing MPM-based fluid simulation. Based on the benchmark results, the proposed fluid-solid body interaction method is viable for real-time fluid simulation. Performance drop between 21%–26% is observed in the implementation, with the maximum number of particles to be simulated while maintaining the average frame rate above 30 FPS is 75,000 particles. Finally, we found that the number of particles and solid body complexity affects the fluid simulation performance, while the number of solid body polygons does not affect the fluid simulation performance.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"25 1","pages":"709-714"},"PeriodicalIF":0.0,"publicationDate":"2018-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77834361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimization of light tracker movement using fuzzy logic control 基于模糊逻辑控制的光跟踪器运动优化

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350695

Lutfi Mahardika, A. N. Handayani, H. Herwanto, Kohei Arai

引用次数: 1

The development of quail eggs smart incubator for hatching system based on microcontroller and Internet of Things (IoT) 基于单片机和物联网的鹌鹑蛋智能孵化系统的研制

2018 International Conference on Information and Communications Technology (ICOIACT) Pub Date : 2018-03-06 DOI: 10.1109/ICOIACT.2018.8350682

W. S. M. Sanjaya, S. Maryanti, Cipto Wardoyo, D. Anggraeni, Muhammad Abdul Aziz, L. Marlina, Akhmad Roziqin, A. Kusumorini

引用次数: 26