Evolutionary multi-objective service composition optimizer (E3) is a recently proposed optimization framework for SLA-Aware service composition. It considers multiple SLAs simultaneously and produces a set of Pareto solutions. Two multi-objective genetic algorithms: E3-MOGA and Extreme-E3 provided by E3 have shown very good performance in comparison to NSGA-II. In this paper, an improved version of E3-MOGA, namely E3-IMOGA is proposed, which incorporates a fine-grained domination assignment value strategy. We evaluated our approach experimentally using dataset and compared with E3-MOGA and NSGA-II. It reveals promising results in terms of the quality of individuals and the time for finding all feasible individuals.
{"title":"An Improved Evolutionary Multiobjective Service Composition Algorithm","authors":"Hao Yin, Changsheng Zhang, Ying Guo, Bin Zhang","doi":"10.1109/ISCID.2013.74","DOIUrl":"https://doi.org/10.1109/ISCID.2013.74","url":null,"abstract":"Evolutionary multi-objective service composition optimizer (E3) is a recently proposed optimization framework for SLA-Aware service composition. It considers multiple SLAs simultaneously and produces a set of Pareto solutions. Two multi-objective genetic algorithms: E3-MOGA and Extreme-E3 provided by E3 have shown very good performance in comparison to NSGA-II. In this paper, an improved version of E3-MOGA, namely E3-IMOGA is proposed, which incorporates a fine-grained domination assignment value strategy. We evaluated our approach experimentally using dataset and compared with E3-MOGA and NSGA-II. It reveals promising results in terms of the quality of individuals and the time for finding all feasible individuals.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125741474","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}
As an evaluation method, peer review is used in many business fields. The quality of experts appointed will affect the results of the final evaluation since experts' expertise will have a direct impact on evaluation. This paper first analyzes the problem of expert assignment, then researches on its mathematical model and how to get the optimal Pareto, and finally discusses the feasibility of solving the problem of expert assignment through the application of genetic algorithms. It mainly discusses how to solve APGA in the expert assignment process, and then gives out the process of APGA solution to the problem. The test proved that the APGA can effectively solve expert assignment problem. The same time, and random search algorithm and genetic algorithm (SGA) to assign the results of APGA in the convergence speed and search ability has obvious advantages.
{"title":"Adaptive Parallel Genetic Algorithm for Expert Assignment Problem","authors":"Junqing Li, Juping Peng, Ying Wei","doi":"10.1109/ISCID.2013.13","DOIUrl":"https://doi.org/10.1109/ISCID.2013.13","url":null,"abstract":"As an evaluation method, peer review is used in many business fields. The quality of experts appointed will affect the results of the final evaluation since experts' expertise will have a direct impact on evaluation. This paper first analyzes the problem of expert assignment, then researches on its mathematical model and how to get the optimal Pareto, and finally discusses the feasibility of solving the problem of expert assignment through the application of genetic algorithms. It mainly discusses how to solve APGA in the expert assignment process, and then gives out the process of APGA solution to the problem. The test proved that the APGA can effectively solve expert assignment problem. The same time, and random search algorithm and genetic algorithm (SGA) to assign the results of APGA in the convergence speed and search ability has obvious advantages.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133963799","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}
In this paper, fuzzy entropy for a fuzzy partition on a finite interval is defined. Fuzzy entropy for a fuzzy partition comprehensively reflects fuzzy degree of a fuzzy partition. Then, some computation formulae of fuzzy entropy for a fuzzy partition are presented. These results will contribute to the analysis and design of fuzzy systems in that how to measure the fuzzy entropy of a fuzzy partition is an important foundation to construct fuzzy entropy for a fuzzy system to reflect fuzzy degree of a fuzzy system which is commonly made up of several fuzzy partitions on different universes of the discourse.
{"title":"Fuzzy Entropy of Fuzzy Partition on a Finite Interval","authors":"Ming Qing","doi":"10.1109/ISCID.2013.120","DOIUrl":"https://doi.org/10.1109/ISCID.2013.120","url":null,"abstract":"In this paper, fuzzy entropy for a fuzzy partition on a finite interval is defined. Fuzzy entropy for a fuzzy partition comprehensively reflects fuzzy degree of a fuzzy partition. Then, some computation formulae of fuzzy entropy for a fuzzy partition are presented. These results will contribute to the analysis and design of fuzzy systems in that how to measure the fuzzy entropy of a fuzzy partition is an important foundation to construct fuzzy entropy for a fuzzy system to reflect fuzzy degree of a fuzzy system which is commonly made up of several fuzzy partitions on different universes of the discourse.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"167 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134122922","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}
In this paper, a method has been proposed, which focused on the problem of pedestrian detection in static images, adopting the Histogram of Oriented Gradient features proposed by Dalal and Triggs. A novel features set based on selecting oriented bins, which is the key-point to the Histogram of Oriented Gradient's performance, is presented. Due to the comparison of three different processing bins, we achieve a proper testing result at 86.63% by SBS algorithm. The simulation results shows that the detection rate of proposed method outperforms slightly than the original HOG performance, yet decreases the running time of the whole procedure.
{"title":"Selection of Bins on Histograms of Oriented Gradient","authors":"Hao Wei, Y. Ling, Xi Yang, Yuanxu Fu","doi":"10.1109/ISCID.2013.69","DOIUrl":"https://doi.org/10.1109/ISCID.2013.69","url":null,"abstract":"In this paper, a method has been proposed, which focused on the problem of pedestrian detection in static images, adopting the Histogram of Oriented Gradient features proposed by Dalal and Triggs. A novel features set based on selecting oriented bins, which is the key-point to the Histogram of Oriented Gradient's performance, is presented. Due to the comparison of three different processing bins, we achieve a proper testing result at 86.63% by SBS algorithm. The simulation results shows that the detection rate of proposed method outperforms slightly than the original HOG performance, yet decreases the running time of the whole procedure.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134278727","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}
A network service composed of multiple servers sometime needs to be deployed in a multiple-networks environment, where all networks are isolated and unable to connect to each other, but the service must serve all networks at the same time. Services in this kind of environment (including NAT environment) should solve a problem that how to find the correct IP addresses of the servers for clients in different networks. Every network deploying a DNS server is a common solution, but it does not work in some cases. We can group the servers' IPs according to the networks they belong to firstly, and then find out the correct server IPs that client needs in different networks depending on the client address or the address of one server that client knows. According to service protocols used, different situations should choose different methods.
{"title":"Resolving Server IP Address of Service for Multiple Networks","authors":"Tianyan Du, Qiangxiong Huang","doi":"10.1109/ISCID.2013.61","DOIUrl":"https://doi.org/10.1109/ISCID.2013.61","url":null,"abstract":"A network service composed of multiple servers sometime needs to be deployed in a multiple-networks environment, where all networks are isolated and unable to connect to each other, but the service must serve all networks at the same time. Services in this kind of environment (including NAT environment) should solve a problem that how to find the correct IP addresses of the servers for clients in different networks. Every network deploying a DNS server is a common solution, but it does not work in some cases. We can group the servers' IPs according to the networks they belong to firstly, and then find out the correct server IPs that client needs in different networks depending on the client address or the address of one server that client knows. According to service protocols used, different situations should choose different methods.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132146625","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}
Virtual Reality (VR) is a technology applies to computer environments that can simulate physical presence in the real world, as well as in imaginary worlds. In this paper we design and implement a 3D interactive virtual reality system which named Wiimote Stereo Structure (WSS) based on Wiimote control. First, we present a method of 3D positioning based on Wiimote stereo pair. Then stereo pair is created based on off-axis method by using OpenGL. Furthermore, to demonstrate the performance of the WIIMOTE Stereo Structure, we set up a 3D interactive system which can control the aircraft by using WSS.
{"title":"3D Interactive Virtual Reality System Based on Wiimote Stereo Structure","authors":"Yue Liu, Wenhui Zhang","doi":"10.1109/ISCID.2013.175","DOIUrl":"https://doi.org/10.1109/ISCID.2013.175","url":null,"abstract":"Virtual Reality (VR) is a technology applies to computer environments that can simulate physical presence in the real world, as well as in imaginary worlds. In this paper we design and implement a 3D interactive virtual reality system which named Wiimote Stereo Structure (WSS) based on Wiimote control. First, we present a method of 3D positioning based on Wiimote stereo pair. Then stereo pair is created based on off-axis method by using OpenGL. Furthermore, to demonstrate the performance of the WIIMOTE Stereo Structure, we set up a 3D interactive system which can control the aircraft by using WSS.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131331594","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}
Rational organizational design is very important for the performance of the data link. In this paper, the traditional three-phase methodology is analyzed firstly. In order to resolve the conflicts of resources allocation and decision coordination, elements of organizational design are classified as operational command, intelligence support and communication support. A framework of organization design for data link is proposed, in which, the model of platform is improved and a colored organization hierarchy tree is proposed. A hybrid communication structure is designed for the colored organization hierarchy tree. The ways to evaluate and improve the performance of the communication network is presented. It is meaningful for instructing the application of data link in the theory and practice.
{"title":"Design of Organization Process of Data Link Based on Three Phase Methodology","authors":"Hui Zeng, Qiang Chen, Da-bo Yu, Xiaoqiang Li","doi":"10.1109/ISCID.2013.179","DOIUrl":"https://doi.org/10.1109/ISCID.2013.179","url":null,"abstract":"Rational organizational design is very important for the performance of the data link. In this paper, the traditional three-phase methodology is analyzed firstly. In order to resolve the conflicts of resources allocation and decision coordination, elements of organizational design are classified as operational command, intelligence support and communication support. A framework of organization design for data link is proposed, in which, the model of platform is improved and a colored organization hierarchy tree is proposed. A hybrid communication structure is designed for the colored organization hierarchy tree. The ways to evaluate and improve the performance of the communication network is presented. It is meaningful for instructing the application of data link in the theory and practice.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115000848","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}
Voltage instantaneous dither affects the stability of power system seriously, resulting in serious consequences and enormous economic losses. In this paper new circuits of super capacitors and AC sample circuits are designed. Via an algorithm the system can judge whether voltage instantaneous dither occurs quickly and accurately, microprocessor controls relays, releasing super capacitors energy to power the load via the inverter. The energy storage system designed making the super capacity fast charge and discharge, while energy storage system discharging, the super capacitors take advantage of its circuits recharging partially. The whole system can effectively resist incidents caused by voltage instantaneous dither phenomenon, ensuring factories to continue production and enable enterprises to avoid unnecessary losses.
{"title":"The Design of Circuits and the Research of Samples Based on the Phenomenon of Voltage Instantaneous Dither","authors":"Huliang Bin, Ma Fan, W. Nan, Sun Ya","doi":"10.1109/ISCID.2013.187","DOIUrl":"https://doi.org/10.1109/ISCID.2013.187","url":null,"abstract":"Voltage instantaneous dither affects the stability of power system seriously, resulting in serious consequences and enormous economic losses. In this paper new circuits of super capacitors and AC sample circuits are designed. Via an algorithm the system can judge whether voltage instantaneous dither occurs quickly and accurately, microprocessor controls relays, releasing super capacitors energy to power the load via the inverter. The energy storage system designed making the super capacity fast charge and discharge, while energy storage system discharging, the super capacitors take advantage of its circuits recharging partially. The whole system can effectively resist incidents caused by voltage instantaneous dither phenomenon, ensuring factories to continue production and enable enterprises to avoid unnecessary losses.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116216619","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}
Jingsheng Tang, E. Yin, Jun Jiang, Zongtan Zhou, D. Hu
To research the brain computer interface (BCI) for dynamic objects control, in this study, we constructed a BCI paradigm for balancing a virtual inverted pendulum on a cart (IPC). In the paradigm, subjects balanced the pendulum by imaging left/right movements. Not only was the direction, but also the strength of motor imagery was estimated simultaneously from the EEG signals, to generate suitable control force for IPC. Additionally, to solve the inconsistent problem between offline training and online controlling, a special online training experiment was designed to obtain more robust parameters of BCI. Three graduate subjects participated in this study, and two of them fast grasped the skill of IPC balancing, achieved balancing time of about 20 seconds. The results showed that the paradigm in this study was feasible and efficient for dynamic objects control.
{"title":"Balancing an Inverted Pendulum with an EEG-Based BCI","authors":"Jingsheng Tang, E. Yin, Jun Jiang, Zongtan Zhou, D. Hu","doi":"10.1109/ISCID.2013.93","DOIUrl":"https://doi.org/10.1109/ISCID.2013.93","url":null,"abstract":"To research the brain computer interface (BCI) for dynamic objects control, in this study, we constructed a BCI paradigm for balancing a virtual inverted pendulum on a cart (IPC). In the paradigm, subjects balanced the pendulum by imaging left/right movements. Not only was the direction, but also the strength of motor imagery was estimated simultaneously from the EEG signals, to generate suitable control force for IPC. Additionally, to solve the inconsistent problem between offline training and online controlling, a special online training experiment was designed to obtain more robust parameters of BCI. Three graduate subjects participated in this study, and two of them fast grasped the skill of IPC balancing, achieved balancing time of about 20 seconds. The results showed that the paradigm in this study was feasible and efficient for dynamic objects control.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114621779","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}
Various food safety and health events have occurred over the recent years. Therefore, how to effectively guarantee food safety is increasingly becoming an urgent issue to study and resolve. The establishment of food safety trace ability system, which takes effective tracking and tracing for food is an important means to effective protection of food safety. In this paper, we propose a vegetable safety trace ability model integrated with two-dimensional barcode technology and Web Service technology by analysis of the vegetable supply chain. The model takes two-dimensional barcode as information carrier which identifies entity object closely related to vegetable cultivation, processing, transportation, storage, marketing, and adopts Web Service Technology for processing and exchanging information. Consumers first install two-dimensional barcode reading software on intelligent terminals, and then scan the two-dimensional barcode on the vegetable product packaging through the terminal camera. The reading software sends request to the Web Service interface provided by the trace ability system, and returns vegetable trace ability information to the terminal after program parses.
{"title":"Research on Vegetable Supply Chain Traceability Model Based on Two-Dimensional Barcode","authors":"Shuyi Qiao, Zhiqiang Wei, Yongquan Yang","doi":"10.1109/ISCID.2013.86","DOIUrl":"https://doi.org/10.1109/ISCID.2013.86","url":null,"abstract":"Various food safety and health events have occurred over the recent years. Therefore, how to effectively guarantee food safety is increasingly becoming an urgent issue to study and resolve. The establishment of food safety trace ability system, which takes effective tracking and tracing for food is an important means to effective protection of food safety. In this paper, we propose a vegetable safety trace ability model integrated with two-dimensional barcode technology and Web Service technology by analysis of the vegetable supply chain. The model takes two-dimensional barcode as information carrier which identifies entity object closely related to vegetable cultivation, processing, transportation, storage, marketing, and adopts Web Service Technology for processing and exchanging information. Consumers first install two-dimensional barcode reading software on intelligent terminals, and then scan the two-dimensional barcode on the vegetable product packaging through the terminal camera. The reading software sends request to the Web Service interface provided by the trace ability system, and returns vegetable trace ability information to the terminal after program parses.","PeriodicalId":297027,"journal":{"name":"2013 Sixth International Symposium on Computational Intelligence and Design","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133065034","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}
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