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Shaping Up Clusters with PSO

Shaping Up Clusters with PSO

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Mihaela Breaban Silvia Luchian Faculty of Computer Science Alexandru Ioan Cuza슠University Iasi Romania

this paper presents a method for enhancing the performance of current clustering algorithms; the method is based on Particle Swarm Optimization techniques. Namely, a preprocessing step aims at bringing rdquocloserrdquo objects which are likely to belong to the same cluster, while increasing the distance between objects likely to belong to different clusters. Experimental results show significantly improved performance for further clustering procedures especially when non-spherical clusters are involved.

关键词： Clustering algorithms Shape measurement Particle swarm optimization Partitioning algorithms Size measurement Algorithm design and analysis Euclidean distance Clustering methods scientific computing Computer science

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Automated Software Analysis

Automated Software Analysis

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Helmut Veith Formal Methods in Systems Engineering Institut für Informationssysteme Technische Universität Wien Vienna Austria

Recent years have seen tremendous progress in the capabilities of software model checkers. these tools are the result of combined efforts by different communities, most notably model checking, abstract interpretation, program semantics, and decision procedures. In this tutorial, we will introduce the fundamentals of software model checking, and show how the different origins of the field combine to a common agenda.

关键词： Computer science Logic design Logic programming Software tools Software algorithms scientific computing Information analysis Algorithm design and analysis Systems engineering and theory Technology transfer

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BBUFs: A New Lookup Mechanism Based on IPV6

BBUFs: A New Lookup Mechanism Based on IPV6

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Dan Cojocar Department of Computer Science Babes Bolyai University Cluj-Napoca Romania

BBUFs (Babes Bolyai university file system) is a peer to peer distributed file system with a new lookup mechanism. the file system is designed for ordinary Unix machines that are IPv6 capable. In this paper we propose a new lookup mechanism based on IPv6, and its newly defined addressing scheme called "anycast address". the advantages and disadvantages of this approach are also discussed.

关键词： Peer to peer computing File systems Protocols Internet scientific computing Computer science Centralized control Authentication Routing Proposals

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Automatic Improvements of Wallis' Inequality

Automatic Improvements of Wallis' Inequality

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Peter Paule Veronika Pillwein Research Institute for Symbolic Computation Johannes Kepler University Linz Linz Austria

the mathematical backbone of this article is formed by three classical formulas of Wallis: his product formula for π, an inequality implying the product formula in the limit, and a related definite integral involving powers of the sine function. For the latter we present various evaluations to illustrate recent algorithmic developments. In the main part of the article we automatically refine the bounds in Wallis' inequality by using methods based on Collins' cylindrical algebraic decomposition.

关键词： Design automation Upper bound Polynomials Computers System-on-a-chip Algebra Presses

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On computing Solutions of Linear Diophantine Equations with One Non-linear Parameter

On Computing Solutions of Linear Diophantine Equations with ...

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Armin Grosslinger Stefan Schuster Universitat Passau Passau Bayern DE Department of Informatics and Mathematics University of Passau Passau Germany

We present an algorithm for solving Diophantine equations which are linear in the variables, but non-linear in one parameter. We are looking for the pointwise solutions, i.e., the solutions for the unknowns in dependence of the value of the parameter. Solving Diophantine equations is central to computing the data dependences of certain codes (loops with certain array accesses) which often occur in scientific computing. Our algorithm enables the computation of data dependences in more general situations than is possible with current algorithms.

关键词： Nonlinear equations Algorithm design and analysis scientific computing Structural engineering Data analysis Terminology Concurrent computing Informatics Mathematics Runtime

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Axiomatization of Credulous Reasoning in Default Logics using Sequent Calculus

Axiomatization of Credulous Reasoning in Default Logics usin...

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Mihaiela Lupea Faculty of Mathematics and Computer Science Babes Bolyai University Cluj-Napoca Romania

the family of default logics formalize the default reasoning using nonmonotonic inference rules called defaults. In this paper we propose a uniform abstract characterization of credulous default inference associated to all versions (classical, justified, constrained, rational) of propositional default logic using the credulous default sequent calculi. these axiomatic systems combine sequent and anti-sequent calculus rules for propositional logic with reduction rules specific to the application of the defaults.

关键词： Logic Calculus Search problems Constraint theory Inference algorithms scientific computing Mathematics Computer science Context modeling Power system modeling

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A Boolean Approach for Detection of Frequent Items

A Boolean Approach for Detection of Frequent Items

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Dan Simovici Roman Sizov Selim Mimaroglu Department of Computer Science University of Massachusetts Boston MA Sabre Airline Solutions

ISBN: (纸本)9781538626276

We propose a new technique for identifying frequent patterns that occur in large transactional data sets using Boolean algebras. Our approach, which involves extending the notion of support from sets of attributes to Boolean functions is more expressive than the standard approach that amounts to a search for conjunctive patterns. An efficient algorithm based on computing supports for minterms is presented. Also, we discuss an application of this algorithm to finding independent sets in graphs.

关键词： Boolean functions Data mining Junctions Java scientific computing

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Expressing BBUFs Lookup Using the π-Calculus

Expressing BBUFs Lookup Using the π-Calculus

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Gabriel Ciobanu Dan Cojocar Romanian Academy Institute of Computer Science Iasi Romania Department of Computer Science Babes Bolyai University Romania

In this paper we express Babes Bolyai University File System lookup mechanism by using π-calculus. We describe the lookup process in a peer-to-peer decentralized system, how a request message is forwarded from a client to a system node, and how the response is replied. the formally specified protocol is verified by using the Mobility Workbench model-checker.

关键词： Peer-to-peer computing Protocols Unicast Mobile communication Algebra Educational institutions Calculus

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Considerations on Using Ontologies in Complex Systems

Considerations on Using Ontologies in Complex Systems

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Victoria Iordan Alexandru Cicortas Department of Computer Science West University of Timisoara Timisoara Romania

Many complex systems need in an explicit or in an implicit form the ontologies. One of the major problems consist in that the need to obtain an ontology from some others using appropriate operations. In many domains the ontologies are in some way related. the ontology derivation allows obtaining one ontology from another. Paper analyzes some related previous works and suggests some primary formalism that allows deriving one ontology from other one.

关键词： Ontologies Computer science Application software Computer networks Taxonomy Proposals Formal specifications scientific computing Distributed computing History

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Distributed Scheduling Policy in Service Oriented Environments

Distributed Scheduling Policy in Service Oriented Environmen...

引用

international symposium on symbolic and numeric algorithms for scientific computing (SYNASC)

作者： Marc Eduard Frincu Research Institute e-Austria Timisoara Romania

Service oriented architectures become more and more popular with the emergence and consolidation of new paradigms such as Clouds and Grids. In this context scheduling becomes an important and difficult problem as services hide their actual implementation, requirements or efficiency and are spread across multiple institutions and geographical locations. this paper proposes a distributed scheduling approach based on agents where each agent handles a certain domain and manages independently the policies inside it. In its frame several scheduling algorithms are also studied, compared and some results are given.

关键词： Processor scheduling Service oriented architecture Scheduling algorithm Clouds Delay scientific computing Computer architecture Context-aware services Distributed computing throughput

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