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  • The Evolution of the Vehicle Routing Problem

    A Survey of VRP Research and Practice from 2005 to 2022

    Collections series eBColl Synthesis Collection 12
    This book presents state-of-the-art research and practice in optimization routing, specifically the vehicle routing problem (VRP). Since its introduction in the late 1950s, the VRP has been a very significant area of research and practice in operations research. Vehicles are used to make deliveries and for pick-ups every day and everywhere. Companies such as Amazon, UPS, FedEx, and DHL use route ... En savoir plus

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    Second International Symposium, EuroCybersec 2021, Nice, France, October 25–26, 2021, Revised Selected Papers

    Collections series Springer Nature Proceedings Computer Science
    This open access book constitutes the thoroughly refereed proceedings of the Second International Symposium on Computer and Information Sciences, EuroCybersec 2021, held in Nice, France, in October 2021.The 9 papers presented together with 1 invited paper were carefully reviewed and selected from 21 submissions. The papers focus on topics of security of distributed interconnected systems, software ... En savoir plus

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  • Automated Machine Learning

    Methods, Systems, Challenges

    Collections series The Springer Series on Challenges in Machine Learning
    This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML ... En savoir plus

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  • Metaheuristics for Vehicle Routing Problems

    This book is dedicated to metaheuristics as applied to vehicle routing problems. Several implementations are given as illustrative examples, along with applications to several typical vehicle routing problems.As a first step, a general presentation intends to make the reader more familiar with the related field of logistics and combinatorial optimization. This preamble is completed with a ... En savoir plus

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  • High-Performance Modelling and Simulation for Big Data Applications

    Selected Results of the COST Action IC1406 cHiPSet

    Collections Livre 11400 - Lecture Notes in Computer Science
    This open access book was prepared as a Final Publication of the COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications (cHiPSet)“ project.Long considered important pillars of the scientific method, Modelling and Simulation have evolved from traditional discrete numerical methods to complex data-intensive continuous analytical optimisations. Resolution, scale, and ... En savoir plus

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  • From Prognostics and Health Systems Management to Predictive Maintenance 2

    Knowledge, Reliability and Decision

    This book is the second volume in a set of books dealing with the evolution of technology, IT and organizational approaches and what this means for industrial equipment.The authors address this increasing complexity in two parts, focusing specifically on the field of Prognostics and Health Management (PHM). Having tackled the PHM cycle in the first volume, the purpose of this book is to tackle the ... En savoir plus

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  • Multicriteria Decision Aid and Artificial Intelligence

    Links, Theory and Applications

    Presents recent advances in both models and systems for intelligent decision making.Organisations often face complex decisions requiring the assessment of large amounts of data. In recent years Multicriteria Decision Aid (MCDA) and Artificial Intelligence (AI) techniques have been applied with considerable success to support decision making in a wide range of complex real-world problems.The ... En savoir plus

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  • Applications of Combinatorial Optimization, Volume 3

    Modifié par Vangelis Th. Paschos ...
    Combinatorial optimization is a multidisciplinary scientific area, lying in the interface of three major scientific domains: mathematics, theoretical computer science and management.The three volumes of the Combinatorial Optimization series aims to cover a wide range of topics in this area. These topics also deal with fundamental notions and approaches as with several classical applications of ... En savoir plus

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  • Machine Learning Algorithms for Data Scientists: An Overview

    Machine Learning models are widely used in different fields such as Artificial Intelligence, Business, Clinical and Biological Sciences which includes self-driving cars, predictive models, disease prediction, genome sequencing, spam filtering, product recommendation, fraud detection and image recognition . It has gained importance due to its capabilities of handling large volume of data, ... En savoir plus

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  • Heuristics, Metaheuristics and Approximate Methods in Planning and Scheduling

    Modifié par Ghaith Rabadi ...
    Collections series Business and Management (R0)
    The scope of this book is limited to heuristics, metaheuristics, and approximate methods and algorithms as applied to planning and scheduling problems. While it is not possible to give a comprehensive treatment of this topic in one book, the aim of this work is to provide the reader with a diverse set of planning and scheduling problems and different heuristic approaches to solve them. The ... En savoir plus

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  • Software Architecture 1

    Modifié par Mourad Chabane Oussalah ...
    Over the past 20 years, software architectures have significantly contributed to the development of complex and distributed systems. Nowadays, it is recognized that one of the critical problems in the design and development of any complex software system is its architecture, i.e. the organization of its architectural elements. Software Architecture presents the software architecture paradigms ... En savoir plus

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  • Big Data Analysis: New Algorithms for a New Society

    Collections series Engineering (R0)
    This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area.It demonstrates that Big Data Analysis opens up new research problems which were either never considered before, or were only considered within a limited range. In addition to providing methodological discussions on the principles of mining Big ... En savoir plus

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