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Showing 1 - 12 of 18 results for “diego oliva”
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  • Initialization and Diversity in Optimization Algorithms

    by Diego Oliva, Bernardo Morales-Castañeda, Mario A. Navarro Velázquez, Itzel Aranguren, Marco Perez-Cisneros ...
    Designing new algorithms in swarm intelligence is a complex undertaking. Two critical factors have been seen to have a direct correlation with positive results. First is initialization, which serves as the initial step for all swarm intelligence techniques. Candidate solutions are generated to form the initial population, which are subsequently modified during the iterative process. A well ... Read more

    $189.99 USD

  • Artificial Intelligence Using Federated Learning

    Fundamentals, Challenges, and Applications

    Edited by Ahmed A Elngar, Diego Oliva, Valentina E. Balas ...
    Series series Intelligent Manufacturing and Industrial Engineering
    Federated machine learning is a novel approach to combining distributed machine learning, cryptography, security, and incentive mechanism design. It allows organizations to keep sensitive and private data on users or customers decentralized and secure, helping them comply with stringent data protection regulations like GDPR and CCPA.Artificial Intelligence Using Federated Learning: Fundamentals, ... Read more

    $77.99 USD

  • Technological and Industrial Applications Associated with Intelligent Logistics

    Edited by Alberto Ochoa-Zezzatti, Diego Oliva, Angel Juan Perez ...
    Series series Engineering (R0)
    This book helps the reader to identify how different organizations in the context of diverse societies deploy their resources and leverage their capabilities to achieve better performance of its various labor skills, marketing, social responsibility and management capacity. Intelligent Logistics is a complex phenomenon that has become critical for companies to reach their development locally and ... Read more

    $143.99 USD

  • Modern Metaheuristics in Image Processing

    by Diego Oliva, Noe Ortega-Sánchez, Salvador Hinojosa, Marco Pérez-Cisneros ...
    The use of metaheuristic algorithms (MA) has been increasing in recent years, and the image processing field is not the exempted of their application. In the last two years a big amount of MA has been introduced as alternatives for solving complex optimization problems. This book collects the most prominent MA of the 2019 and 2020 and verifies its use in image processing tasks. In addition, ... Read more

    $28.99 USD

  • Advances in Optimization Algorithms for Multidisciplinary Engineering Applications: From Classical Methods to AI-Enhanced Solutions

    Edited by Diego Oliva, Arturo Valdivia, Seyed Jalaleddin Mousavirad, Kanak Kalita ...
    Series series Intelligent Technologies and Robotics (R0)
    This book is an authoritative compilation of the latest advancements in optimization techniques. This book covers a wide array of methods ranging from classical to metaheuristic to AI-enhanced approaches.The chapters are meticulously selected and organized in three sections—metaheuristics, machine learning and engineering applications. This allows for an in-depth exploration of diverse topics ... Read more

    $179.99 USD

  • Handbook of Nature-Inspired Optimization Algorithms: The State of the Art

    Volume II: Solving Constrained Single Objective Real-Parameter Optimization Problems

    Edited by Ali Wagdy Mohamed, Diego Oliva, Ponnuthurai Nagaratnam Suganthan ...
    Series series Intelligent Technologies and Robotics (R0)
    This book presents recent contributions and significant development, advanced issues, and challenges. In real-world problems and applications, most of the optimization problems involve different types of constraints. These problems are called constrained optimization problems (COPs). The optimization of the constrained optimization problems is considered a challenging task since the optimum ... Read more

    $143.99 USD

  • Engineering Applications of Modern Metaheuristics

    Edited by Taymaz Akan, Ahmed M. Anter, A. Şima Etaner-Uyar, Diego Oliva ...
    Series series Intelligent Technologies and Robotics (R0)
    This book is a collection of various methodologies that make it possible for metaheuristics and hyper-heuristics to solve problems that occur in the real world. This book contains chapters that make use of metaheuristics techniques. The application fields range from image processing to transmission power control, and case studies and literature reviews are included to assist the reader. ... Read more

    $143.99 USD

  • Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems

    Edited by Essam Halim Houssein, Mohamed Abd Elaziz, Diego Oliva, Laith Abualigah ...
    Series series Intelligent Technologies and Robotics (R0)
    This book collects different methodologies that permit metaheuristics and machine learning to solve real-world problems. This book has exciting chapters that employ evolutionary and swarm optimization tools combined with machine learning techniques. The fields of applications are from distribution systems until medical diagnosis, and they are also included different surveys and literature reviews ... Read more

    $134.99 USD

  • Handbook of Nature-Inspired Optimization Algorithms: The State of the Art

    Volume I: Solving Single Objective Bound-Constrained Real-Parameter Numerical Optimization Problems

    Edited by Ali Mohamed, Diego Oliva, Ponnuthurai Nagaratnam Suganthan ...
    Series series Intelligent Technologies and Robotics (R0)
    The introduction of nature-inspired optimization algorithms (NIOAs), over the past three decades, helped solve nonlinear, high-dimensional, and complex computational optimization problems. NIOAs have been originally developed to overcome the challenges of global optimization problems such as nonlinearity, non-convexity, non-continuity, non-differentiability, and/or multimodality which traditional ... Read more

    $143.99 USD

  • Differential Evolution: From Theory to Practice

    Edited by B. Vinoth Kumar, Diego Oliva, P. N. Suganthan ...
    Series series Intelligent Technologies and Robotics (R0)
    This book addresses and disseminates state-of-the-art research and development of differential evolution (DE) and its recent advances, such as the development of adaptive, self-adaptive and hybrid techniques. Differential evolution is a population-based meta-heuristic technique for global optimization capable of handling non-differentiable, non-linear and multi-modal objective functions. Many ... Read more

    $152.99 USD

  • Technological and Industrial Applications Associated With Industry 4.0

    Edited by Alberto Ochoa-Zezzatti, Diego Oliva, Aboul Ella Hassanien ...
    Series series Engineering (R0)
    This book includes chapters related to the analysis of cultural differences as a tool to enrich tacit knowledge and make processes more efficient, the factors that influence job satisfaction and the value of social capital as a competitive strategy to achieve productivity and competitiveness of organizations, in addition to research of the utmost importance to discover the facets of the diamond ... Read more

    $143.99 USD

  • Artificial Intelligence for COVID-19

    Edited by Diego Oliva, Said Ali Hassan, Ali Mohamed ...
    Series series Intelligent Technologies and Robotics (R0)
    This book presents a compilation of the most recent implementation of artificial intelligence methods for solving different problems generated by the COVID-19. The problems addressed came from different fields and not only from medicine. The information contained in the book explores different areas of machine and deep learning, advanced image processing, computational intelligence, IoT, robotics ... Read more

    $170.99 USD