Objectif The goal of this proposal is to make programming easier and more productive. We propose to develop novel program synthesis techniques, generating procedural code from declarative specifications.Existing techniques apply synthesis at such a fine grain that they can never hope to generate code of the richness and complexity required by application-level programmers. In contrast, we aim to develop synthesis algorithms that leverage the collective programming knowledge captured in millions of open-source projects.By using existing code fragments as components for synthesis, we enable synthesis to work at a higher-level of abstraction and synthesize realistic programs. Our approach represents a conceptual leap as it reduces the problem of generating code to the problem of checking whether existing code (or a combination of existing code fragments) is an appropriate solution. In some cases, this reduces the problem of synthesis to a problem of semantic code search. In other cases, it reduces the problem of synthesis over fine-grained components to synthesis as composition of coarse-grained components. The key problems are how to specify the desired behavior, how to find useful code fragments in the vast existing body of software, and the how to use synthesis to modify and assemble these fragments to form a program.Our approach combines insights and techniques from research on program analysis, program synthesis, software engineering, and machine learning. The outcome of the project will be new research directions. Champ scientifique natural sciencescomputer and information sciencessoftwareagricultural sciencesagriculture, forestry, and fisheriesagriculturegrains and oilseedsnatural sciencescomputer and information sciencesartificial intelligencemachine learning Programme(s) FP7-IDEAS-ERC - Specific programme: "Ideas" implementing the Seventh Framework Programme of the European Community for research, technological development and demonstration activities (2007 to 2013) Thème(s) ERC-CG-2013-PE6 - ERC Consolidator Grant - Computer Science and Informatics Appel à propositions ERC-2013-CoG Voir d’autres projets de cet appel Régime de financement ERC-CG - ERC Consolidator Grants Institution d’accueil TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY Contribution de l’UE € 1 500 000,00 Adresse SENATE BUILDING TECHNION CITY 32000 Haifa Israël Voir sur la carte Type d’activité Higher or Secondary Education Establishments Contact administratif Mark Davison (Mr.) Chercheur principal Eran Yahav (Prof.) Liens Contacter l’organisation Opens in new window Site web Opens in new window Coût total Aucune donnée Bénéficiaires (1) Trier par ordre alphabétique Trier par contribution de l’UE Tout développer Tout réduire TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY Israël Contribution de l’UE € 1 500 000,00 Adresse SENATE BUILDING TECHNION CITY 32000 Haifa Voir sur la carte Type d’activité Higher or Secondary Education Establishments Contact administratif Mark Davison (Mr.) Chercheur principal Eran Yahav (Prof.) Liens Contacter l’organisation Opens in new window Site web Opens in new window Coût total Aucune donnée
