Sökning: "Optimization algorithms"

Visar resultat 1 - 5 av 522 avhandlingar innehållade orden Optimization algorithms.

  1. 1. Asynchronous Algorithms for Large-Scale Optimization : Analysis and Implementation

    Författare :Arda Aytekin; Mikael Johansson; Panagiotis K. Patrinos; KTH; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; convex optimization; optimization; asynchronous algorithms; algorithms; parallel algorithms; large-scale; big data; Electrical Engineering; Elektro- och systemteknik;

    Sammanfattning : This thesis proposes and analyzes several first-order methods for convex optimization, designed for parallel implementation in shared and distributed memory architectures. The theoretical focus is on designing algorithms that can run asynchronously, allowing computing nodes to execute their tasks with stale information without jeopardizing convergence to the optimal solution. LÄS MER

  3. 2. Νοήμονες υπολογιστικές μέθοδοι εμπνευσμένες από τον φυσικό κόσμο για την βελτιστοποίηση συστημάτων : αλγόριθμος βελτιστοποίησης εμπνευσμένης από τον ηχοεντοπισμό

    Författare :Alexandros Tzanetos; Economics and Administration Department of Engineering Polytechnic School; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Nature Inspired Intelligent Algorithms; Nature Inspired Intelligence; Optimization; Νοήμονες Αλγόριθμοι Εμπνευσμένοι από τη Φύση; Νοημοσύνη Εμπνευσμένη από τη Φύση; Βελτιστοποίηση;

    Sammanfattning : Η εποχή που διανύουμε φέρνει στο προσκήνιο την Τεχνητή Νοημοσύνη, καθότι διάφοροι κλάδοι ενσωματώνουν εντυπωσιακές εφαρμογές της. Πολλές αναφορές γίνονται στην 4η Βιομηχανική Επανάσταση, η οποία έχει πλέον την Τεχνητή Νοημοσύνη ως κύριο πυλώνα της. LÄS MER

  4. 3. A bilevel approach to parameter tuning of optimization algorithms using evolutionary computing : Understanding optimization algorithms through optimization

    Författare :Martin Andersson; Amos Ng; Sunith Bandaru; Kalyanmoy Deb; Juergen Branke; Högskolan i Skövde; []
    Nyckelord :SAMHÄLLSVETENSKAP; SOCIAL SCIENCES; Production and Automation Engineering; Produktion och automatiseringsteknik;

    Sammanfattning : Most optimization problems found in the real world cannot be solved using analytical methods. For these types of difficult optimization problems, an alternative approach is needed. LÄS MER

  5. 4. On Some Combinatorial Optimization Problems : Algorithms and Complexity

    Författare :Hannes Uppman; Peter Jonsson; Christer Bäckström; Ulf Nilsson; Stanislav Živný; Linköpings universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Computational complexity; optimization; constraint satisfaction problem;

    Sammanfattning : This thesis is about the computational complexity of several classes of combinatorial optimization problems, all related to the constraint satisfaction problems.A constraint language consists of a domain and a set of relations on the domain. For each such language there is a constraint satisfaction problem (CSP). LÄS MER

  7. 5. Asynchronous First-Order Algorithms for Large-Scale Optimization : Analysis and Implementation

    Författare :Arda Aytekin; Mikael Johansson; Lin Xiao; KTH; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; convex; optimization; asynchronous; algorithms; parallel; distributed; large-scale; big data; software; serverless; Electrical Engineering; Elektro- och systemteknik;

    Sammanfattning : Developments in communication and data storage technologies have made large-scale data collection more accessible than ever. The transformation of this data into insight or decisions typically involves solving numerical optimization problems. LÄS MER