发布求助
文献互助 智能选刊 最新文献

Fourth International Conference on Hybrid Intelligent Systems (HIS'04)最新文献

筛选
英文 中文
A case-based recommender for task assignment in heterogeneous computing systems 异构计算系统中基于案例的任务分配推荐
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.1
S. Ghanbari, M. Meybodi, K. Badie
{"title":"A case-based recommender for task assignment in heterogeneous computing systems","authors":"S. Ghanbari, M. Meybodi, K. Badie","doi":"10.1109/ICHIS.2004.1","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.1","url":null,"abstract":"Case-based reasoning (CBR) is a knowledge-based problem-solving technique, which is based on reuse of previous experiences. We propose a new model for static task assignment in heterogeneous computing systems. The proposed model is a combination of the case based reasoning and the learning automata model. In this new model a learning automata model is used as adaptation mechanism, which adapts previously experienced cases to the problem to be solved. The objective of the proposed model is to reduce the number of iterations required to find a semioptimum solution. The application is modeled as a set of independent tasks and the heterogeneous computing system is modeled as a network of machines. Using computer simulation, it is shown that the combined model outperforms the model that only uses learning automata.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121237408","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: 7
Neural networks and belief logic 神经网络和信念逻辑
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.72
Y. Chen, Joseph J. Chen
{"title":"Neural networks and belief logic","authors":"Y. Chen, Joseph J. Chen","doi":"10.1109/ICHIS.2004.72","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.72","url":null,"abstract":"Many researchers have observed that neurons process information in an imprecise manner - if a logical inference emerges from neural computation, it is inexact at best. Thus, there must be a profound relationship between belief logic and neural networks. In Chen (2002), a plausible neural network model that can compute probabilistic and possibilistic logic was proposed. In this article we further extend this model to continuous variables for function and relation estimation. We discuss why and how belief logic is derived from neural computation.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"179 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116167404","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: 4
Q'tron neural networks for constraint satisfaction 约束满足的Q'tron神经网络
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.77
T. Yue, Mei-Ching Chen
{"title":"Q'tron neural networks for constraint satisfaction","authors":"T. Yue, Mei-Ching Chen","doi":"10.1109/ICHIS.2004.77","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.77","url":null,"abstract":"This paper proposes the methods to solve the constraint satisfaction problems (CSPs) using Q'tron neural networks (NNs). A Q'tron NN is local-minima free if it is built as a known-energy system and is incorporated with the proposed persistent noise-injection mechanism. The so-built Q 'tron NN, as a result, settle down if and only if a feasible solution is found. Additionally, such a Q'tron NN is intrinsically auto-reversible. This renders the NN operable in a question-answering mode for extracting interested information. A concrete example, i.e., to solve the N-queen problem, is demonstrated to highlight the main concept.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"80 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131282758","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: 5
Hybridising rule induction and multi-objective evolutionary search for optimising water distribution systems 配水系统优化的混合规则归纳法和多目标进化搜索
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.58
Laetitia Vermeulen-Jourdan, D. Corne, D. Savić, G. Walters
{"title":"Hybridising rule induction and multi-objective evolutionary search for optimising water distribution systems","authors":"Laetitia Vermeulen-Jourdan, D. Corne, D. Savić, G. Walters","doi":"10.1109/ICHIS.2004.58","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.58","url":null,"abstract":"In this article, we present our latest work with a hybrid multiobjective evolutionary algorithm called LEMMO (learnable evolution model for multiobjective optimization) which integrates machine learning into evolutionary search based on Michalski's \"LEM\" approach. The objective is to both improve the performance of the MOEA and to reduce the number of evaluations needed when used for optimising the design of water distribution networks (where evaluations are highly computationally costly). We compare LEMMO with NSGA-II and conclude that our approach is very promising for improved speed and quality in the water systems optimisation domain.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132362601","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: 22
A two-phase genetic and set partitioning approach for the vehicle routing problem with time windows 带时间窗车辆路径问题的两阶段遗传集划分方法
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.13
G. B. Alvarenga, G. Mateus
{"title":"A two-phase genetic and set partitioning approach for the vehicle routing problem with time windows","authors":"G. B. Alvarenga, G. Mateus","doi":"10.1109/ICHIS.2004.13","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.13","url":null,"abstract":"The vehicle routing problem with time windows (VRPTW) is a well-known and complex combinatorial problem, which has received considerable attention in recent years. Results from exact methods have been improved exploring parallel implementations and modern branch-and-cut techniques. However, 23 out of the 56 high order instances from Solomon's test set still remain unsolved. Additionally, in many cases a prohibitive time is needed to find the exact solution. Many efficient heuristic methods have been developed to make possible a good solution in a reasonable amount of time. Using travel distance as the main objective, this paper proposes a robust heuristic approach for the VRPTW using an efficient genetic algorithm and a set partitioning formulation. The tests were produced using both real numbers and truncated data type, making it possible to compare the results with previous heuristic and exact methods published. Furthermore, computational results show that the proposed heuristic approach outperforms all previous known heuristic methods in the literature, in terms of the minimal travel distance.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"61 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115572073","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: 35
Reconfigurable amplifier circuits for adaptive sensor systems employing bio-inspiration 采用生物灵感的自适应传感器系统的可重构放大电路
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.79
S. Lakshmanan, A. König
{"title":"Reconfigurable amplifier circuits for adaptive sensor systems employing bio-inspiration","authors":"S. Lakshmanan, A. König","doi":"10.1109/ICHIS.2004.79","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.79","url":null,"abstract":"In particular primary electronics of sensor systems is strongly subject to deviations and degradations caused by environmental and manufacturing conditions. Current approaches cope with these challenges by calibration or trimming techniques. More recent approaches from the field of evolutionary electronics offer considerable extensions, incorporating also issues of fault-tolerance and self-repair. State-of-the-art evolvable analog hardware bases on field-programmable-transistor-arrays (FPTA) and start from primal soup for each new problem. Our work deals with the crucial issue to efficiently include the wealth of existing engineering design knowledge into the otherwise attractive concept. For the practically relevant task of sensor amplifiers, a particular flexible FPTA architecture is developed, verified and physically implemented in a 0.35 /spl mu/m CMOS technology.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122945627","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
A motivation based behavior in hybrid intelligent agents for intention reconsideration process in vessel berthing applications 船舶靠泊过程中基于动机的混合智能体行为研究
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.6
Prasanna Lokuge, D. Alahakoon
{"title":"A motivation based behavior in hybrid intelligent agents for intention reconsideration process in vessel berthing applications","authors":"Prasanna Lokuge, D. Alahakoon","doi":"10.1109/ICHIS.2004.6","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.6","url":null,"abstract":"Strategic planning and dynamism in decision making are essential factors in a vessel berthing application in any container port to assure faster turnaround time and high productivity. BDI agents have been used in many applications with limited capabilities. We propose a new hybrid BDI architecture with learning capacities overcoming some limitations exists in the generic BDI agent model. A new \"knowledge acquisition model\" (KAM) module is proposed with a supervised neural network and adaptive neuro fuzzy inference system (ANFIS) in the intention reconsideration process of the agent model. Commitment strategy of the new intention reconsideration process is based on the motivation of the state transitions and the effect of belief changes in the environment.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125421225","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
Field-programmable analog filters array with applications for fuzzy inference systems 现场可编程模拟滤波器阵列与模糊推理系统的应用
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.45
S. Ionita, E. Sofron
{"title":"Field-programmable analog filters array with applications for fuzzy inference systems","authors":"S. Ionita, E. Sofron","doi":"10.1109/ICHIS.2004.45","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.45","url":null,"abstract":"Encouraged by the recent progress in the FPAA technology, we propose a flexible membership functions synthesis method based on the configurable filter blocks. Based on the actual paradigm of FPAA we consider an interesting and promising idea to implement the membership functions using the frequency-response curves of the analog filters. The other specific functional blocks can be implemented with programmable analog structures obtaining a complete unit for fuzzy inference processing.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114281455","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: 4
Improvement of non-linear mapping computation for dimensionality reduction in data visualization and classification 数据可视化和分类中用于降维的非线性映射计算的改进
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.60
K. Iswandy, A. König
{"title":"Improvement of non-linear mapping computation for dimensionality reduction in data visualization and classification","authors":"K. Iswandy, A. König","doi":"10.1109/ICHIS.2004.60","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.60","url":null,"abstract":"The projection of high-dimensional data by linear or nonlinear techniques is a well established technique in pattern recognition and other scientific and industrial application fields. Commonly, methods affiliated to multidimensional-scaling, projection pursuit or Sammons nonlinear distance preserving mapping are applied, based on gradient descent techniques. These suffer from well-known dependence on initial or starting value and their limited ability to reach only local minimum. In this paper, stochastic search techniques are applied to the NLM to achieve lower residual stress or error value in competitive time. Encouraging results have been obtained for a particular developed local algorithm both with regard to convergence time and residual error.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125897470","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: 3
A constructive approach to creating a method for generating images 一种创建用于生成图像的方法的建设性方法
Fourth International Conference on Hybrid Intelligent Systems (HIS'04) Pub Date : 2004-12-05 DOI: 10.1109/ICHIS.2004.2
K. Ohnishi, Kaori Yoshida
{"title":"A constructive approach to creating a method for generating images","authors":"K. Ohnishi, Kaori Yoshida","doi":"10.1109/ICHIS.2004.2","DOIUrl":"https://doi.org/10.1109/ICHIS.2004.2","url":null,"abstract":"This paper proposes a constructive approach to creating a method for generating images, which acquires mechanisms to draw images that users provide. The constructive approach relies on a combination of production rules and an optimization technique. The method realized based on the concept of the constructive approach combines simple production rules for cellular automata with a genetic algorithm. The realized method is applied to creating methods for generating simple binary images, and the results show that the proposed approach is capable of acquiring mechanisms to draw given images.","PeriodicalId":274073,"journal":{"name":"Fourth International Conference on Hybrid Intelligent Systems (HIS'04)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129899692","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
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信
小红书