Sequential and Parallel Algorithms and Data Structures

Sequential and Parallel Algorithms and Data Structures

Kurt Mehlhorn / Martin Dietzfelbinger / Peter Sanders

61,92 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2019
ISBN:
9783030252083
61,92 €
IVA incluido
Disponible

Selecciona una librería:

  • Librería Samer Atenea
  • Librería Aciertas (Toledo)
  • Kálamo Books
  • Librería Perelló (Valencia)
  • Librería Elías (Asturias)
  • Donde los libros
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)

This textbook is a concise introduction to the basic toolbox of structures that allow efficient organization and retrieval of data, key algorithms for problems on graphs, and generic techniques for modeling, understanding, and solving algorithmic problems. The authors aim for a balance between simplicity and efficiency, between theory and practice, and between classical results and the forefront of research. Individual chapters cover arrays and linked lists, hash tables and associative arrays, sorting and selection, priority queues, sorted sequences, graph representation, graph traversal, shortest paths, minimum spanning trees, optimization, collective communication and computation, and load balancing. The authors also discuss important issues such as algorithm engineering, memory hierarchies, algorithm libraries, and certifying algorithms. Moving beyond the sequential algorithms and data structures of the earlier related title, this book takes into account the paradigm shift towards the parallel processing required to solve modern performance-critical applications and how this impacts on the teaching of algorithms. The book is suitable for undergraduate and graduate students and professionals familiar with programming and basic mathematical language. Most chapters have the same basic structure: the authors discuss a problem as it occurs in a real-life situation, they illustrate the most important applications, and then they introduce simple solutions as informally as possible and as formally as necessary so the reader really understands the issues at hand. As they move to more advanced and optional issues, their approach gradually leads to a more mathematical treatment, including theorems and proofs. The book includes many examples, pictures, informal explanations, and exercises, and the implementation notes introduce clean, efficient implementations in languages such as C++ and Java.

Artículos relacionados

  • Transformation of Knowledge, Information and Data
    Patrick Van Bommel
    ...
    Disponible

    112,09 €

  • Advanced Geospatial Practices in Natural Environment Resource Management
    Today, the relentless depletion of natural resources has reached a critical juncture, demanding innovative solutions. Advanced Geospatial Practices in Natural Environment Resource Management dives into the intricate tapestry of issues jeopardizing ecosystems. This book systematically dissects the fundamental drivers, traces the historical evolution, and elucidates the underlyin...
    Disponible

    360,33 €

  • Advanced Geospatial Practices in Natural Environment Resource Management
    Today, the relentless depletion of natural resources has reached a critical juncture, demanding innovative solutions. Advanced Geospatial Practices in Natural Environment Resource Management dives into the intricate tapestry of issues jeopardizing ecosystems. This book systematically dissects the fundamental drivers, traces the historical evolution, and elucidates the underlyin...
    Disponible

    274,88 €

  • Accelerate Model Training with PyTorch 2.X
    Maicon Melo Alves
    Dramatically accelerate the building process of complex models using PyTorch to extract the best performance from any computing environmentKey Features- Reduce the model-building time by applying optimization techniques and approaches- Harness the computing power of multiple devices and machines to boost the training process- Focus on model quality by quickly evaluating differe...
    Disponible

    61,39 €

  • Information Theory for Data Science
    Changho Suh
    Information theory deals with mathematical laws that govern the flow, representation and transmission of information, just as the field of physics concerns laws that govern the behavior of the physical universe. The foundation was made in the context of communication while characterizing the fundamental limits of communication and offering codes (sometimes called algorithms) to...
    Disponible

    194,78 €

  • Theory of Decision Under Uncertainty
    Itzhak Gilboa
    ...
    Disponible

    49,52 €

Otros libros del autor

  • Sequential and Parallel Algorithms and Data Structures
    Kurt Mehlhorn / Martin Dietzfelbinger / Peter Sanders
    This textbook is a concise introduction to the basic toolbox of structures that allow efficient organization and retrieval of data, key algorithms for problems on graphs, and generic techniques for modeling, understanding, and solving algorithmic problems. The authors aim for a balance between simplicity and efficiency, between theory and practice, and between classical results...
    Disponible

    63,27 €

  • Algorithmen und Datenstrukturen
    Kurt Mehlhorn / Martin Dietzfelbinger / Peter Sanders
    Algorithmen bilden das Herzstück jeder nichttrivialen Anwendung von Computern, und die Algorithmik ist ein modernes und aktives Gebiet der Informatik. Daher sollte sich jede Informatikerin und jeder Informatiker mit den algorithmischen Grundwerkzeugen auskennen. Dies sind Strukturen zur effizienten Organisation von Daten, häufig benutzte Algorithmen und Standardtechniken für da...
    Disponible

    47,36 €