Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252234
Y. J. Yau, J. Teo
This paper compares the implementation of the non-adaptive, adaptive, and self-adaptive co-evolution for evolving artificial neural networks (ANNs) that act as game players for the game of Tic-Tac-Toe (TTT). The objective of this study is to investigate and empirically compare these three different approaches for tuning strategy parameters' in co-evolutionary algorithms in evolving the ANN game-playing agents. The results indicate that the non-adaptive and adaptive co-evolution systems performed better than the self-adaptive co-evolution system when suitable strategy parameters were utilized. The adaptive co-evolution system was also found to possess higher evolutionary stability compared to the other systems and was also successful in synthesizing ANNs with high TTT playing strength both as the first as well as second players
{"title":"An Empirical Comparison of Non-adaptive, Adaptive and Self-Adaptive Co-evolution for Evolving Artificial Neural Network Game Players","authors":"Y. J. Yau, J. Teo","doi":"10.1109/ICCIS.2006.252234","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252234","url":null,"abstract":"This paper compares the implementation of the non-adaptive, adaptive, and self-adaptive co-evolution for evolving artificial neural networks (ANNs) that act as game players for the game of Tic-Tac-Toe (TTT). The objective of this study is to investigate and empirically compare these three different approaches for tuning strategy parameters' in co-evolutionary algorithms in evolving the ANN game-playing agents. The results indicate that the non-adaptive and adaptive co-evolution systems performed better than the self-adaptive co-evolution system when suitable strategy parameters were utilized. The adaptive co-evolution system was also found to possess higher evolutionary stability compared to the other systems and was also successful in synthesizing ANNs with high TTT playing strength both as the first as well as second players","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130487395","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252244
GuoDong Li, D. Yamaguchi, Hui-Shan Lin, M. Nagai
In this paper, we proposed a new grey model (GM) to realize the predictions and analyses of GDP structure, population structure and primary energy consumption structure from year 2004 to 2010 based on the data from 1995 to 2003. The improved GM is obtained by the following procedure: first, statistical method of linear regression is integrated into GM to enhance prediction capability. Second, residual error modification with Markov-chain sign estimation further improve the accuracy. By the above procedure, proposed GM is expected to have better prediction performance. We discussed the development relationship between GDP structure, population structure and energy consumption structure in the future. Furthermore, the experiment is realized based on Matlab and we showed the results of Matlab simulation modeling
{"title":"The Simulation Modeling About The Developments of GDP, Population and Primary Energy Consumption in China Based on MATLAB","authors":"GuoDong Li, D. Yamaguchi, Hui-Shan Lin, M. Nagai","doi":"10.1109/ICCIS.2006.252244","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252244","url":null,"abstract":"In this paper, we proposed a new grey model (GM) to realize the predictions and analyses of GDP structure, population structure and primary energy consumption structure from year 2004 to 2010 based on the data from 1995 to 2003. The improved GM is obtained by the following procedure: first, statistical method of linear regression is integrated into GM to enhance prediction capability. Second, residual error modification with Markov-chain sign estimation further improve the accuracy. By the above procedure, proposed GM is expected to have better prediction performance. We discussed the development relationship between GDP structure, population structure and energy consumption structure in the future. Furthermore, the experiment is realized based on Matlab and we showed the results of Matlab simulation modeling","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126370675","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252304
S. Chaiyakul, K. Limapichat, A. Dixit, E. Nantajeewarawat
With the expanse of Internet, Web programmers have wide choice of Web services available to them. A need arises for automatic discovery of required Web services and construction of an appropriate sequence of invocation thereof. In this paper, we present a framework for automation of this task based on currently emerging technologies such as ontological knowledge bases, OWL, OWL-S, WSDL, description logic (DL), etc. Background knowledge ontologies are created based on which semantic meanings of Web services can be given through OWL-S. An agent employs OWL-S API to extract Web service metadata, and applies a DL inference engine, called Racer, for reasoning with the metadata with respect to given background knowledge. Reasoning tasks performed by Racer include profile matchmaking, input/output subsumption testing, and preconditions/effects analysis, which are basic mechanisms for Web services discovery and invocation planning. A prototype system has been implemented
{"title":"A Framework for Semantic Web Service Discovery and Planning","authors":"S. Chaiyakul, K. Limapichat, A. Dixit, E. Nantajeewarawat","doi":"10.1109/ICCIS.2006.252304","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252304","url":null,"abstract":"With the expanse of Internet, Web programmers have wide choice of Web services available to them. A need arises for automatic discovery of required Web services and construction of an appropriate sequence of invocation thereof. In this paper, we present a framework for automation of this task based on currently emerging technologies such as ontological knowledge bases, OWL, OWL-S, WSDL, description logic (DL), etc. Background knowledge ontologies are created based on which semantic meanings of Web services can be given through OWL-S. An agent employs OWL-S API to extract Web service metadata, and applies a DL inference engine, called Racer, for reasoning with the metadata with respect to given background knowledge. Reasoning tasks performed by Racer include profile matchmaking, input/output subsumption testing, and preconditions/effects analysis, which are basic mechanisms for Web services discovery and invocation planning. A prototype system has been implemented","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117222618","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252232
C. Chou
The aim of this paper is to propose a fast and easy ranking method for solving the fuzzy multiple criteria decision-making (MCDM) problems. The representation of multiplication operation on fuzzy numbers is useful for decision makers who are in the fuzzy multiple criteria decision-making environment to rank all candidate alternatives and choose the best one. In this paper, we first propose the representation of multiplication operation on triangular fuzzy numbers and then this representation of multiplication operation on triangular fuzzy numbers is applied to solving a numerical example of location selection
{"title":"A Fuzzy Multiple Critera Decision Making Method","authors":"C. Chou","doi":"10.1109/ICCIS.2006.252232","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252232","url":null,"abstract":"The aim of this paper is to propose a fast and easy ranking method for solving the fuzzy multiple criteria decision-making (MCDM) problems. The representation of multiplication operation on fuzzy numbers is useful for decision makers who are in the fuzzy multiple criteria decision-making environment to rank all candidate alternatives and choose the best one. In this paper, we first propose the representation of multiplication operation on triangular fuzzy numbers and then this representation of multiplication operation on triangular fuzzy numbers is applied to solving a numerical example of location selection","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"56 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113941063","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252236
L. Hung, Hung-Yuan Chung
In this paper, adaptive fuzzy sliding-mode controller design approach with decoupling method is proposed. The decoupling method provides a simple way to achieve asymptotic stability for a class of fourth-order nonlinear system. The adaptive fuzzy sliding-mode control system is comprised of fuzzy controller and a compensation controller. The compensation controller is designed to compensate for the difference between the ideal computational controller and the fuzzy controller. Using this approach, the response of system will converge faster than that of previous reports. The simulation results for a ball-beam system presented to demonstrate the effectiveness and robustness of the method
{"title":"Decoupling Adaptive Fuzzy Sliding-Mode Control with Rule Reduction for Nonlinear System","authors":"L. Hung, Hung-Yuan Chung","doi":"10.1109/ICCIS.2006.252236","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252236","url":null,"abstract":"In this paper, adaptive fuzzy sliding-mode controller design approach with decoupling method is proposed. The decoupling method provides a simple way to achieve asymptotic stability for a class of fourth-order nonlinear system. The adaptive fuzzy sliding-mode control system is comprised of fuzzy controller and a compensation controller. The compensation controller is designed to compensate for the difference between the ideal computational controller and the fuzzy controller. Using this approach, the response of system will converge faster than that of previous reports. The simulation results for a ball-beam system presented to demonstrate the effectiveness and robustness of the method","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115682344","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252355
K. Somsung, S. Pratishthananda
In this paper, fuzzy supervisory PI controllers are developed and implemented on a pilot plant binary distillation column. Fuzzy c-means clustering technique is used in selecting membership functions and fuzzy rules are determined using fuzzy gain scheduling technique. Thus, the need of heuristic method for designing fuzzy membership functions and rules from expert knowledge is omitted. Then, the fuzzy supervisors adapt the parameters of the PI controllers on line. The task of the controllers is to perform dual composition control of the top and bottom products when the disturbances enter the column in the form of changes in feed flow rate. The results show that the fuzzy supervisory PI controllers achieve much better performance than the fixed PI controllers
{"title":"Design and Implementation of Fuzzy Supervisory Controllers Using Fuzzy c-Means Clustering Combined with Fuzzy Gain Scheduling for a Binary Distillation Column","authors":"K. Somsung, S. Pratishthananda","doi":"10.1109/ICCIS.2006.252355","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252355","url":null,"abstract":"In this paper, fuzzy supervisory PI controllers are developed and implemented on a pilot plant binary distillation column. Fuzzy c-means clustering technique is used in selecting membership functions and fuzzy rules are determined using fuzzy gain scheduling technique. Thus, the need of heuristic method for designing fuzzy membership functions and rules from expert knowledge is omitted. Then, the fuzzy supervisors adapt the parameters of the PI controllers on line. The task of the controllers is to perform dual composition control of the top and bottom products when the disturbances enter the column in the form of changes in feed flow rate. The results show that the fuzzy supervisory PI controllers achieve much better performance than the fixed PI controllers","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131424286","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252365
Chen Zhou, Yuehong Yin, H. Ding
The electronic industry developed and expanded explosively. By increasingly using flip chip (FC) packaging technology, the boundary between three levels of packaging of micro-electronic systems became indistinct. The trend towards portable and hand-held devices also enlarges the market share of FC packaging, which is the major packaging technology. Rapidly changing micro-electronic market calls for reconfigurable micro-electronic assembly systems with product variability, responsiveness, non-obsolescence, and cost-effectiveness. The introduction of FC technology and reconfigurability of assembly system are discussed in this paper, and a reconfigurable FC assembly system is presented
{"title":"The Reconfigurable Flip Chip Assembly System","authors":"Chen Zhou, Yuehong Yin, H. Ding","doi":"10.1109/ICCIS.2006.252365","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252365","url":null,"abstract":"The electronic industry developed and expanded explosively. By increasingly using flip chip (FC) packaging technology, the boundary between three levels of packaging of micro-electronic systems became indistinct. The trend towards portable and hand-held devices also enlarges the market share of FC packaging, which is the major packaging technology. Rapidly changing micro-electronic market calls for reconfigurable micro-electronic assembly systems with product variability, responsiveness, non-obsolescence, and cost-effectiveness. The introduction of FC technology and reconfigurability of assembly system are discussed in this paper, and a reconfigurable FC assembly system is presented","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122177833","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252230
Ching-Cheng Lee, Yipkei Kwok
The popularity of mobile devices is growing rapidly. Due to the increase in application complexity, and the limited power supply in most mobile systems, energy optimization has become a popular research area. Different approaches have been used is lowering the energy cost. These include a variety of hardware and software techniques. In this research, we propose a novel technique that uses the smart caching approach cooperating with the direct memory access and the page caching mechanisms to keep process memory footprints small. More memory nodes thus can be put into a power-saving mode. As a result, the battery-powered supply of a mobile device can last longer. Experiments were conducted on a simulated operating system modified towards different energy-saving techniques. Analysis and comparisons were made to demonstrate the effectiveness of our approach
{"title":"Power-Aware Data Management for Mobil Devices","authors":"Ching-Cheng Lee, Yipkei Kwok","doi":"10.1109/ICCIS.2006.252230","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252230","url":null,"abstract":"The popularity of mobile devices is growing rapidly. Due to the increase in application complexity, and the limited power supply in most mobile systems, energy optimization has become a popular research area. Different approaches have been used is lowering the energy cost. These include a variety of hardware and software techniques. In this research, we propose a novel technique that uses the smart caching approach cooperating with the direct memory access and the page caching mechanisms to keep process memory footprints small. More memory nodes thus can be put into a power-saving mode. As a result, the battery-powered supply of a mobile device can last longer. Experiments were conducted on a simulated operating system modified towards different energy-saving techniques. Analysis and comparisons were made to demonstrate the effectiveness of our approach","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123581166","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252315
Fang Li, Martin Mehlitz, Liangming Feng, H. Sheng
The amount of information on the Web is growing at an exponential rate. Information overload has brought a heavy burden for modern life. Keyword based search engines no long fill the needs of many people. This paper introduces an approach towards intelligent information retrieval by providing clustered Web pages and minded concepts based on results of search engines. Web page clustering is based on SVD (singular value decomposition), concepts mining is implemented with a revision of Apriori algorithm. Experiments on three different kinds of keyword as queries to information retrieval have showed a promising result
{"title":"Web Pages Clustering and Concepts Mining: An approach towards Intelligent Information Retrieval","authors":"Fang Li, Martin Mehlitz, Liangming Feng, H. Sheng","doi":"10.1109/ICCIS.2006.252315","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252315","url":null,"abstract":"The amount of information on the Web is growing at an exponential rate. Information overload has brought a heavy burden for modern life. Keyword based search engines no long fill the needs of many people. This paper introduces an approach towards intelligent information retrieval by providing clustered Web pages and minded concepts based on results of search engines. Web page clustering is based on SVD (singular value decomposition), concepts mining is implemented with a revision of Apriori algorithm. Experiments on three different kinds of keyword as queries to information retrieval have showed a promising result","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123438748","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}
Pub Date : 2006-06-07DOI: 10.1109/ICCIS.2006.252359
A. Thibault, A. Siadat, P. Martin
In the context of the cost estimation, the use of a case based reasoning system is an interesting solution. However the creation of case corresponding to a mechanical part to estimate a more general problem resolution doesn't require the opinion of only one expert, but a consensus of several experts and for extended enterprises it may be difficult since the experts aren't necessary at the same place. Traditionally the filling of a case base is done with several interviews of experts. We thus defined a case creation method by obtaining consensus of a group of experts, as well as the procedures which would make it possible to associate it with a case based reasoning system
{"title":"A Framework For Using A Case Based Reasoning System Applied To Cost Estimation","authors":"A. Thibault, A. Siadat, P. Martin","doi":"10.1109/ICCIS.2006.252359","DOIUrl":"https://doi.org/10.1109/ICCIS.2006.252359","url":null,"abstract":"In the context of the cost estimation, the use of a case based reasoning system is an interesting solution. However the creation of case corresponding to a mechanical part to estimate a more general problem resolution doesn't require the opinion of only one expert, but a consensus of several experts and for extended enterprises it may be difficult since the experts aren't necessary at the same place. Traditionally the filling of a case base is done with several interviews of experts. We thus defined a case creation method by obtaining consensus of a group of experts, as well as the procedures which would make it possible to associate it with a case based reasoning system","PeriodicalId":296028,"journal":{"name":"2006 IEEE Conference on Cybernetics and Intelligent Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129009270","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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