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检索条件"丛书名=Advances in Intelligent and Soft Computing"

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Towards Urban Traffic Regulation Using a Multi-Agent System

Towards Urban Traffic Regulation Using a Multi-Agent System

引用

9th International Conference on Practical Applications of Agents and Multi-Agent Systems

作者： Bhouri, Neila Balbo, Flavien Pinson, Suzanne IFSTTAR GRETTIA Le Descartes 22 Rue Butte Verte F-93166 Noisy Le Grand France Univ Paris Dauphine LAMSADE F-75775 Paris 16 France

ISBN: (纸本)9783642198748

This paper proposes a bimodal urban traffic control strategy based on a multi-agent model. We call bimodal traffic a traffic which takes into account private vehicles and public transport vehicles such as buses. The objective of this research is to improve global traffic and reduce the time spent by buses in traffic jams so that buses cope with their schedule. Reducing bus delays is done by studying time length of traffic lights and giving priority to buses, more precisely to buses running late. Regulation is obtained thanks to communication, collaboration and negotiation between the agents of the system. The implementation was done using the JADE platform. We tested our strategy on a small network of six junctions. The first results of the simulation are presented. They show that our MAS control strategy improves both bus traffic and private vehicle traffic, decreases bus delays and improves its regularity compared to a classical strategy called fixed-time control.

关键词： Buses

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Real-Time Bayesian Inference: A soft computing Approach to Environmental Learning for On-Line Robust Automatic Speech Recognition

Real-Time Bayesian Inference: A Soft Computing Approach to E...

引用

6th International Conference on soft computing Models in Industrial and Environmental Applications

作者： Chowdhury, Md Foezur Rahman Selouani, Sid-Ahmed O'Shaughnessy, Douglas Univ Quebec INRS EMT Montreal PQ H3C 3P8 Canada Univ Moncton Moncton NB Canada

ISBN: (纸本)9783642196430

In this paper, we developed soft computing models for on-line automatic speech recognition (ASR) based on Bayesian on-line inference techniques. Bayesian on-line inference for change point detection (BOCPD) is tested for on-line environmental learning using highly non-stationary noisy speech samples from the Aurora2 speech database. Significant improvement in predicting and adapting to new acoustic conditions is obtained for highly non-stationary noises. The simulation results show that the Bayesian on-line inference-based soft computing approach would be one of the possible solutions to on-line ASR for real-time applications.

关键词： Bayesian networks

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An Analysis and Forecast of software and Services Research in Bulgaria - Comparing the Situation Two Years Later 3rd

An Analysis and Forecast of Software and Services Research i...

引用

3rd International Conference on software, Services and Semantic Technologies

作者： Pavlova, Irena Petrova-Antonova, Desislava Eskenazi, Avram Ilieva, Sylvia Dimov, Aleksandar Sofia Univ St K Ohridski Fac Math & Informat J Bouchier Str 5 Sofia 1164 Bulgaria Bulgarian Acad Sci Inst Math & Informat BG-1040 Sofia Bulgaria

ISBN: (纸本)9783642231629

In [1], we have published the results of our analysis of software and services research in Bulgaria during the 2004-2008 time period. This analysis was part of the activities performed within the EU FP7 SISTER project. By using the same methodology, which is expanded now with some new features, we started analyzing a new period - 2009-2010. In this paper we compare the results obtained for both periods (overcoming their different duration trough a simple data transformation). The first results obtained show an intensification of the research work in the majority of the subject areas in view with a few new appearing now. The analysis is planned to be finalized in the next few months.

关键词： ACM computing Classification System software and services software engineering research priorities methodology

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A Multi-Agent System with Distributed Bayesian Reasoning for Network Fault Diagnosis

A Multi-Agent System with Distributed Bayesian Reasoning for...

引用

9th International Conference on Practical Applications of Agents and Multi-Agent Systems

作者： Carrera, Alvaro Gonzalez-Ordas, Javier Garcia-Algarra, Javier Arozarena, Pablo Garijo, Mercedes Univ Politecn Madrid Madrid Spain Telefon I+D Madrid Spain

ISBN: (纸本)9783642198748

In this paper, an innovative approach to perform distributed Bayesian inference using a multi-agent architecture is presented. The final goal is dealing with uncertainty in network diagnosis, but the solution can be of applied in other fields. The validation testbed has been a P2P streaming video service. An assessment of the work is presented, in order to show its advantages when it is compared with traditional manual processes and other previous systems.

关键词： Multi agent systems

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Comparison of Selected Methods for Document Clustering 1

引用

7th Atlantic Web Intelligence Conference

作者： Sevcik, Radim Rezankova, Hana Husek, Dusan Univ Econ Prague 13067 3 Czech Republic Acad Sci Czech Republ Inst Comp Sci Prague 18207 8 Czech Republic

ISBN: (数字)9783642180293

ISBN: (纸本)9783642180286

17 cluster analysis techniques proposed for document clustering in terms of internal and external quality measures of clustering and computing time demands are compared. These are combinations of three basic methods (direct, repeated bisection and agglomerative) and five clustering criterion functions for solution assessment (two intra-cluster, one inter-cluster, and two complex ones);all implemented in the CLUTO software package. Furthermore, in the case of the agglomerative method we also applied a single linkage and complete linkage clustering as a criterion function. Collection 20 Newsgroups, a binary vector representation of e-mail messages, was used for comparing the methods. Experiments with document clustering have proved that, from the point of view of entropy and purity, the direct method provides the best results. As regards computing time, the repeated bisection (divisive) method has been the fastest.

关键词： Web clustering Cluster analysis Textual documents Web content classification Newsgroups analysis Vector model

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Application of Markov Decision Processes for Modeling and Optimization of Decision-Making within a Container Port

Application of Markov Decision Processes for Modeling and Op...

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15th Online World Conference on soft computing in Industrial Applications

作者： Rida, Mohamed Mouncif, Hicham Boulmakoul, Azedine Univ Hassan 2 Dept Math & Comp Sci Fac Sci Ain Chock Casablanca Morocco Mohammedia Fac Sci & Technol FSTM Dept Comp Sci LIST Lab Mohammadia 20650 Morocco

ISBN: (纸本)9783642205040

In modern container terminals, efficiently managing the transit of the containers becomes more and more of a challenge. Due to the progressive evolution of container transport, traffic management within container ports is still an evolving problem. To provide adequate strategy for the increased traffic, ports must either expand facilities or improve efficiency of operations. In investigating ways in which ports can improve efficiency, this paper proposes a Markov Decision Process (MDP) for loading and unloading operations within a container terminal. The proposed methodology allows an easy modeling for optimizing complex sequences of decisions that are to be undertaken at each time. The goal is to minimize the total waiting time of quay cranes and vehicles, which are allocated to service a containership. In this paper, reinforcement learning, which consists of solving learning problems by studying the system through mathematical analysis or computational experiments, is considered to be the most adequate approach.

关键词： Container port Markov Decision Process (MDP) Optimization

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Concept for Deploying Wireless in the Enterprise Infrastructure: Balancing Security and Positive QoE for the End-Users

Concept for Deploying Wireless in the Enterprise Infrastruct...

引用

3rd International Conference on ICT Innovations

作者： Malinovski, Toni Trajkovik, Vladimir Ss Cyril & Methodius Univ Fac Informat Sci & Comp Engn Skopje 1000 Macedonia

ISBN: (纸本)9783642286636

This paper presents a concept for deploying wireless in the enterprise infrastructure, especially intended for companies that are usually considered conservative and have strict information security policies. These companies are usually careful while introducing new technologies, so our discussion presents a wireless concept that we believe can satisfy such requirements. The network will run business-critical application and data, voice and video applications, which will extend the wired network. The paper presents comparative analysis for the options that are currently available for wireless networks, while the claims are discussed through live implementation of the proposed concept in a financial institution with commercially available wireless products, produced results from technical point of view and quality of experience (QoE) for the end-users.

关键词： Wireless Enterprise Infrastructure Security 802.11i Centralized Management QoE Concept

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Lightweight Trusted Routing for Wireless Sensor Networks

Lightweight Trusted Routing for Wireless Sensor Networks

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9th International Conference on Practical Applications of Agents and Multi-Agent Systems

作者： Vercouter, Laurent Jamont, Jean-Paul Ecole Natl Super Mines ISCOD LSTI Grp 158 Cours Fauriel F-42023 St Etienne 02 France Univ Grenoble LCIS Labs F-26000 Valence France

ISBN: (纸本)9783642198748

Communication in ad hoc network, such as Wireless Sensor Networks (WSN), needs the use of decentralised routing algorithms requiring that several sensors behave in an expected way. This introduces a vulnerability as the global issue of decentralized tasks depends on local behaviors and is compromised in case of failures or malicious intrusions. We propose here an adaptation of a routing protocol for WSN, the MWAC model, that introduces trust decisions to detect and avoid sensors that exhibit an incorrect behavior. The proposed trusted routing algorithms takes into account the low energy, communication and memory capacity of sensors to provide a realistic improvement of the routing robustness.

关键词： Wireless sensor networks

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Controller Tuning Using a Cauchy Mutated Artificial Bee Colony Algorithm

Controller Tuning Using a Cauchy Mutated Artificial Bee Colo...

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6th International Conference on soft computing Models in Industrial and Environmental Applications

作者： Rajasekhar, Anguluri Abraham, Ajith Jatoth, Ravi Kumar Natl Inst Technol Warangal Warangal Andhra Pradesh India Machine Intelligence Res Lab MIR Auburn NY 98071 USA

ISBN: (纸本)9783642196430

Permanent Magnet Synchronous Motors (PMSM) are immensely popular because they can meet the huge capacity needs of industrial applications. Speed regulation of PMSM Drives with conventional Proportional-Integral (PI) regulator reduces the speed control precision because of the disturbances in Motor and load characteristics, leading to poor performance of whole system. The values so obtained may not give satisfactory results in a wide range of speed. In this research, we considered the Mathematical model of speed controller for controlling the speed, which can be formulated as an optimization problem subject to various constraints imposed due to motor and other limitation factors. For solving this problem we used a modified version of Artificial Bee Colony (ABC) algorithm known as Cauchy Mutation ABC (C-ABC). We first illustrate the proposed method using various standard benchmark functions and then it is used for tuning PI controller for speed regulation in PMSM drive. Empirical results obtained are compared with the basic version of ABC, which clearly indicates the superior performance of the C-ABC algorithm.

关键词： Speed

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Service Oriented Architecture Applied to Provide Inter-operability between Macedonian MoD and NATO 3rd

Service Oriented Architecture Applied to Provide Inter-opera...

引用

3rd International Conference on software, Services and Semantic Technologies

作者： Gacovski, Zoran Vancov, Goko FON Univ Skopje Macedonia

ISBN: (纸本)9783642231629

In this paper we present SOA (Service oriented architecture) that we are developing to enable interoperability between Macedonian Ministry of Defence (MoD) and NATO. First we give a brief overview of Service-Oriented Architecture (SOA) and an explanation of how it can be used for the Ministry of Defense purposes. MoD uses IEEE 1472 definition of an architecture description to define a standard approach to describing, presenting, and integrating a defense architecture that can be used with a service oriented approach to capability based planning. The principal objective of our work is to ensure that architecture descriptions can be compared and related across organizational boundaries, including NATO and multi-national boundaries. SOA can provide easier identifying of required capabilities, the ways (operational activities), the means (human or system services) and the conditions (under which capability is required).

关键词： Interoperability

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