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Object-oriented programming with Gradual Abstraction

Object-oriented Programming with Gradual Abstraction

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11th international conference on generative programming and component engineering8th symposium on Dynamic Languages

作者： Normark, Kurt thomsen, Lone Leth thomsen, Bent Aalborg Univ Dept Comp Sci Aalborg Denmark

We describe an experimental object-oriented programming language, ASL2, that supports program development by means of a series of abstraction steps. the language allows immediate object construction, and it is possible to use the constructed objects for concrete problem solving tasks. Classes and class hierarchies can be derived from the objects - via gradual abstraction steps. We introduce two levels of object classification, called weak and strong object classification. Strong object classification relies on conventional classes, whereas weak object classification is looser, and less restrictive. As a central mechanism, weakly classified objects are allowed to borrow methods from each other. ASL2 supports class generalization, as a counterpart to class specialization and inheritance in mainstream object-oriented programming languages. the final abstraction step discussed in this paper is a syntactical abstraction step that derives a source file with a syntactical class form.

关键词： Languages Design Experimentation ASL2 objects before classes weak and strong classification of objects abstraction steps Scheme

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Generating stylistically consistent product form designs using interactive evolutionary parametric shape grammars

Generating stylistically consistent product form designs usi...

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7th international conference on Computer-Aided Industrial Design and Conceptual Design (CAID&CD)

作者： Lee, Ho Cheong Tang, Ming Xi Hong Kong Polytech Univ Sch Design Design Technol Res Ctr Hong Kong Hong Kong Peoples R China

ISBN: (纸本)9781424406838

Interactive grammar based design systems (IGBDS) are capable of generating large numbers of alternative designs. Prior to the application of IGBDS, a set of rules should be defined based on the theoretical theories and practical experiences in designing the objects, or by analysing the existing sets of objects. However, due to the time constraints in developing theoretical theories, gaining the practical skills of experts is of qualitative in nature and stylistically inconsistent designs to be analysed, it is difficult to systematically derive a set of shape grammar rules in generating designs which fulfil specific requirements. To address this problem, this paper presents an IGBDS enhanced by evolutionary computing to evolve a set of grammar rules for product form design. In this research, the forms of a product are analysed to derive shape features in the form of shape grammar (SG) rules. the rules are then encoded as the code scripts of a genetic algorithm (GA) representation in order to generate new shape grammar rules. the parameters in GA representation are modified by genetic programming (GP) which is regulated by control planning strategies named "GP-GA-SG". the "GP-GA-SG" control planning strategy first defines ways on how the control variables in GP should modify the variables in GA representation. the "GP-GA-SG" control planning strategy then defines ways on how the control variables in GA should modify the variables in SG representation. the SG rules modified by the GA variables define a new combination of shape features for alternative designs. In this way, traditional shape grammar is extended to an interactive context in which generative and evolutionary computing methods are combined. Both product component design as well as product configuration are supported in this framework. In this paper, we describe how this framework is formulated and discuss its potentials in supporting product design, with initial examples showing how the system is intended

关键词： evolutionary shape grammars product form design genetic programming genetic algorithm

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Certifiable program generation 05

Certifiable program generation

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4th international conference on generative programming and component engineering

作者： Denney, E Fischer, B NASA Ames Res Ctr USRA RIACS Moffett Field CA 94035 USA

ISBN: (纸本)3540291385

Code generators based on template expansion techniques are easier to build than purely deductive systems but do not guarantee the same level of assurance: instead of providing "coffectness-by-construction", the correctness of the generated code depends on the correctness of the generator itself. We present an alternative assurance approach, in which the generator is extended to enable Hoare-style safety proofs for each individual generated program. the proofs ensure that the generated code does not "go wrong", i.e., does not violate certain conditions during its execution. the crucial step in this approach is to extend the generator in such way that it produces all required annotations (i.e., pre-/postconditions and loop invariants) without compromising the assurance provided by the subsequent verification phase. this is achieved by embedding annotation templates into the code templates, which are then instantiated in parallel by the generator. this is feasible because the structure of the generated code and the possible safety properties are known when the generator is developed. It does not compromise the provided assurance because the annotations only serve as auxiliary lemmas and errors in the annotation templates ultimately lead to unprovable safety obligations. We have implemented this approach and integrated it into the AUTOBAYES and AUToFILTER program generators. We have then used it to, fully automatically prove that code generated by the two systems satisfies both language-specific properties such as array-bounds safety or proper variable initialization-before-use and domain-specific properties such as vector normalization, matrix symmetry, or correct sensor input usage.

关键词： Computer programming

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Exact Recovery of Two-Latent Variable Stochastic Block Model with Side Information 7

Exact Recovery of Two-Latent Variable Stochastic Block Model...

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7th international conference on Contemporary Information Technology and Mathematics, ICCITM 2021

作者： Shahiri, Mohammad Eskandari, Mahdi Institute for Advanced Studies in Basic Sciences Department of Computer Science and Information Technology Zanjan Iran School of Engineering and Digital Arts University of Kent Canterbury England United Kingdom

ISBN: (纸本)9781665420327

the two-latent variable stochastic block model is a new graph synthetic model making a connection between the conventional stochastic block model and real-world networks. In this model, each node contains two latent variables such that at least one of these two latent variables is unknown. Still, this model lonely is not able to model a real-world network. Side information is another component that sometimes exists beside a real-world network. In this paper, we will investigate the asymptotic behavior of the two-latent variable stochastic block model in the presence of side information. Two different types of side information are considered in this paper: noisy labels and partially revealed labels side information. For each case, the necessary and sufficient conditions for the exact recovery of the desired latent variable are obtained via semidefinite programming optimization. It is shown that these conditions are tight and create a phase transition for the exact recovery. © 2021 IEEE.

关键词： Stochastic systems

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Simple and safe SQL queries with c++ templates 07

Simple and safe SQL queries with c++ templates

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GPCE'07 - 6th international conference on generative programming and component engineering

作者： Gil, Joseph Lenz, Keren Department of Computer Science Technion-Israel Institute of Technology Technion City Haifa 32000 Israel

ISBN: (纸本)9781595938558

Most software applications use a relational database for data management and storage. Interaction with such a database is often done by letting the program construct strings with valid SQL statements, which are then sent for execution to the database engine. the fact that these statements are only checked for correctness at runtime is a source for many potential problems such as type and syntax errors and vulnerability to injection attacks. the ARARAT system presented here offers a method for dealing with these predicaments, by coercing the host C++ compiler to do the necessary checks of the generated strings. A library of templates and preprocessor directives effectively extends C++ with a little language representing an augmented relational algebra formalism. Type checking of this language extension, carried out by our template library, assures, at compile-time, the correctness and safety of the generated SQL strings. that is to say that all SQL statements constructed by the system are syntactically correct, legal with respect to the database schema, and immune to injection attacks. Standard techniques (e.g., "expression templates") for compile time representation of symbolic structures, are enhanced in our system to support a type system (featuring structural equivalence) and a symbol table lookup of the symbolic structure. Our work may also open the way for embedding other domain specific languages in C++. the system provides also initial support for the task of defining C++ data structures required for storing the results returned by database queries. An optional pre-processor can be used to define the database scheme to the C++ program. Copyright © 2007 ACM.

关键词： Object oriented programming

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Merge Conflict Resolution: Classification or Generation? 38

Merge Conflict Resolution: Classification or Generation?

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38th IEEE/ACM international conference on Automated Software engineering (ASE)

作者： Dong, Jinhao Zhu, Qihao Sun, Zeyu Lou, Yiling Hao, Dan Peking Univ Sch Comp Sci MoE Key Lab High Confidence Software Technol Peking U Beijing Peoples R China Zhongguancun Lab Beijing Peoples R China Fudan Univ Sch Comp Sci Shanghai Peoples R China

ISBN: (纸本)9798350329964

Collaborative development is critical to improve the productivity. Multiple contributors work simultaneously on the same project and might make changes to the same code locations. this can cause conflicts and require manual intervention from developers to resolve them. To alleviate the human efforts of manual conflict resolution, researchers have proposed various automatic techniques. More recently, deep learning models have been adopted to solve this problem and achieved state-of-the-art performance. However, these techniques leverage classification to combine the existing elements of input. the classification-based models cannot generate new tokens or produce flexible combinations, and have a wrong hypothesis that fine-grained conflicts of one single coarse-grained conflict are independent. In this work, we propose to generate the resolutions of merge conflicts from a totally new perspective, that is, generation, and we present a conflict resolution technique, MergeGen. First, we design a structural and fine-grained conflict-aware representation for the merge conflicts. then, we propose to leverage an encoder-decoder-based generative model to process the designed conflict representation and generate the resolutions auto-regressively. We further perform a comprehensive study to evaluate the effectiveness of MergeGen. the quantitative results show that MergeGen outperforms the state-of-the-art (SOTA) techniques from both precision and accuracy. Our evaluation on multiple programming languages verifies the good generalization ability of MergeGen. In addition, the ablation study shows that the major component of our technique makes a positive contribution to the performance of MergeGen, and the granularity analysis reveals the high tolerance of MergeGen to coarse-grained conflicts. Moreover, the analysis on generating new tokens further proves the advance of generative models.

关键词： Merge Conflict Resolution generative Models Conflict Representation

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System reconfiguration of large-scale control systems using back-up actuators 7

System reconfiguration of large-scale control systems using ...

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7th international conference on Control, Decision and Information Technologies (CoDIT)

作者： Trapiello, Carlos Puig, Vicenc Cembrano, Gabriela Univ Politecn Catalunya UPC Res Ctr Supervis Safety & Automat Control CS2AC Barcelona Spain CSIC UPC Inst Robot & Informat Ind Llorens & Artigas 4-6 Barcelona 08028 Spain

ISBN: (纸本)9781728159539

the intrinsic redundancy of large-scale control systems allows to differentiate between the nominal system configuration, where the dynamics of the plant are controlled through a specific subset of actuators, and the possible configurations that arise from the combination of all the existing actuators (nominal plus back-up ones). After the occurrence of an unexpected event (component fault, isolation of a specific area due to security concerns, etc), some of the back-up system actuators can be used in order to guarantee that the system performance will remain within some admissible margins. thus, given a scenario that causes a non-admissible system operation with the nominal configuration, the possibility to use back-up actuators in order to improve the system performance expands the traditional fault tolerant control scenario defining a new problem. Accordingly, this work is devoted to the introduction of the problem which is solved by formulating the actuator selection as a mixed-integer programming optimization. A water distribution network is used with the aim to illustrate the new problem implications as well as to demonstrate the validity of the proposed solution.

关键词： Actuators System performance Optimization Mathematical model Redundancy Maintenance engineering Information technology

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Enhancing component reusability through product line technology 1

引用

7th international conference on Software Reuse (ICSR-7)

作者： Atkinson, C Muthig, D Fraunhofer Inst Expt Software Engn IESE D-67661 Kaiserslautern Germany

ISBN: (数字)9783540460206

ISBN: (纸本)3540434836

the idea of building software systems from semi-autonomous components that can be reused in numerous applications is intuitively appealing. However, simply organizing software systems in terms of components does not by itself ensure that the components will be reusable, or that significant levels of reuse will actually occur. In practice, to achieve meaningful levels of reuse the scope and generality of components must be carefully analyzed and optimized. In this paper we make the case that one of the most effective and systematic ways of achieving this is to complement component-based development with product line engineering techniques. Product line engineering not only provides concrete criteria for maximizing the reusability of components, but also provides enhanced mechanisms for reusing them within new applications. After first outlining the pertinent features of component-based development and product line engineering, the paper explains how they can be integrated under the umbrella of a model-driven architecture (MDA) approach to software development.

关键词： Reusability

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component Dimensionality Reduction in Dermoscopic Images using a Machine Learning Technique with Validation By Similarity Metrics 7

Component Dimensionality Reduction in Dermoscopic Images usi...

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7th IEEE international conference for Convergence in Technology, I2CT 2022

作者： Rondon, Carlos Vicente Nino Carvajal, Diego Andres Castellano Delgado, Byron Medina Casadiego, Sergio Alexander Castro Ibarra, Dinael Guevara Universidad Francisco de Paula Santander Electricidad & Electrónica Cúcuta Colombia

ISBN: (纸本)9781665421683

Skin cancer is one of the fastest growing diseases globally, where treatments are generally subject to systems with high implementation and development costs. this paper presents the dimensionality reduction of components in dermoscopic images using the Principal components Analysis technique based on Machine Learning, and complementing the processing by feature enhancement, as an initial stage of a computer-aided diagnosis system. A digital microscope and a Raspberry Pi 3B+ embedded board with Python programming language and open source-based libraries are used. Images reduced to 10, 25, 50, 75 and 100 components are obtained, validated by similarity metrics, as well as by color preservation and execution response time. the best results were obtained with images between 50 and 100 components where the response time does not exceed 3 seconds with a similarity of more than 90 % in images with defined sections, and more than 70 % when the images do not present defined sections. the system is replicable on a large scale due to its high rate of feature preservation and low implementation cost. © 2022 IEEE.

关键词： Principal component analysis

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ACM international conference Proceeding Series

ACM International Conference Proceeding Series

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Joint MORSE/VAO Workshop on Model-Driven Robot Software engineering and View-Based Software-engineering, MORSE/VAO 2015

ISBN: (纸本)9781450336147

the proceedings contain 7 papers. the topics discussed include: a domain-specific language (DSL) for integrating neuronal networks in robot control;integration of existing software artifacts into a view- and change-driven development approach;enabling view-based programming with SCROLL;model-based multi-quality auto-tuning of robotic applications;tailoring the MontiArcAutomaton component & connector ADL for generative development;a capability-based framework for programming small domestic service-robots;and synchronization of projective views on a single-underlying-model.

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