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  • Optimization Models in Software Reliability

    Series series Engineering (R0)
    The book begins with an introduction to software reliability, models and techniques. The book is an informative book covering the strategies needed to assess software failure behaviour and its quality, as well as the application of optimization tools for major managerial decisions related to the software development process. It features a broad range of topics including software reliability ... Leer más

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  • High-Performance Modelling and Simulation for Big Data Applications

    Selected Results of the COST Action IC1406 cHiPSet

    Series Libro 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 ... Leer más

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  • Prognostics and Remaining Useful Life (RUL) Estimation

    Predicting with Confidence

    Maintenance combines various methods, tools, and techniques in a bid to reduce maintenance costs while increasing the reliability, availability, and security of equipment. Condition-based maintenance (CBM) is one such method, and prognostics forms a key element of a CBM program based on mathematical models for predicting remaining useful life (RUL). Prognostics and Remaining Useful Life (RUL) ... Leer más

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  • Configurable Intelligent Optimization Algorithm

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    Series series Engineering (R0)
    Presenting the concept and design and implementation of configurable intelligent optimization algorithms in manufacturing systems, this book provides a new configuration method to optimize manufacturing processes. It provides a comprehensive elaboration of basic intelligent optimization algorithms, and demonstrates how their improvement, hybridization and parallelization can be applied to ... Leer más

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  • Grouping Genetic Algorithms

    Advances and Applications

    Series series Engineering (R0)
    This book presents advances and innovations in grouping genetic algorithms, enriched with new and unique heuristic optimization techniques. These algorithms are specially designed for solving industrial grouping problems where system entities are to be partitioned or clustered into efficient groups according to a set of guiding decision criteria. Examples of such problems are: vehicle routing ... Leer más

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  • Stochastic Reliability and Maintenance Modeling

    Essays in Honor of Professor Shunji Osaki on his 70th Birthday

    Edición de Tadashi Dohi, Toshio Nakagawa ...
    Series series Engineering (R0)
    In honor of the work of Professor Shunji Osaki, Stochastic Reliability and Maintenance Modeling provides a comprehensive study of the legacy of and ongoing research in stochastic reliability and maintenance modeling. Including associated application areas such as dependable computing, performance evaluation, software engineering, communication engineering, distinguished researchers review and ... Leer más

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  • Resource Service Management in Manufacturing Grid System

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  • Optimization and Machine Learning

    Optimization for Machine Learning and Machine Learning for Optimization

    Edición de Rachid Chelouah, Patrick Siarry ...
    Machine learning and optimization techniques are revolutionizing our world. Other types of information technology have not progressed as rapidly in recent years, in terms of real impact. The aim of this book is to present some of the innovative techniques in the field of optimization and machine learning, and to demonstrate how to apply them in the fields of engineering.Optimization and Machine ... Leer más

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    Edición de Ghaith Rabadi ...
    Series 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 ... Leer más

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  • Big Data Analysis: New Algorithms for a New Society

    Series 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 ... Leer más

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    Series series Engineering (R0)
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  • Defect Prediction in Software Development & Maintainence

    This book is a collection of taxonomy and review of contemporary model in the field of software development and maintenance. This book is basically the result of our passion toward the research of application of software engineering concepts. This work is derived from the need for accurate fault estimation in goals of quality programming and minimal maintenance overheads. State of art technologies ... Leer más

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