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Showing 1 - 12 of 21 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

    $180.00 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

  • Metaheuristic Algorithms for Image Segmentation: Theory and Applications

    by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa ...
    Series series Intelligent Technologies and Robotics (R0)
    This book presents a study of the most important methods of image segmentation and how they are extended and improved using metaheuristic algorithms. The segmentation approaches selected have been extensively applied to the task of segmentation (especially in thresholding), and have also been implemented using various metaheuristics and hybridization techniques leading to a broader understanding ... Read more

    $89.09 USD

  • Advances and Applications of Optimised Algorithms in Image Processing

    by Diego Oliva, Erik Cuevas ...
    Series series Engineering (R0)
    This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing.The ... Read more

    $89.09 USD

  • Evolutionary Computation Techniques: A Comparative Perspective

    by Erik Cuevas, Valentín Osuna, Diego Oliva ...
    Series series Engineering (R0)
    This book compares the performance of various evolutionary computation (EC) techniques when they are faced with complex optimization problems extracted from different engineering domains. Particularly focusing on recently developed algorithms, it is designed so that each chapter can be read independently. Several comparisons among EC techniques have been reported in the literature, however, they ... Read more

    $89.09 USD

  • Advances of Evolutionary Computation: Methods and Operators

    by Erik Cuevas, Margarita Arimatea Díaz Cortés, Diego Alberto Oliva Navarro ...
    Series series Engineering (R0)
    The goal of this book is to present advances that discuss alternative Evolutionary Computation (EC) developments and non-conventional operators which have proved to be effective in the solution of several complex problems. The book has been structured so that each chapter can be read independently from the others. The book contains nine chapters with the following themes: 1) Introduction, 2) the ... Read more

    $89.09 USD

  • Harnessing the Potential of Artificial Intelligence to Promote Environmental Sustainability

    Edited by Parijata Majumdar, Aniruddha Nag, Diego Alberto Oliva Navarro ...
    Harnessing the Potential of Artificial Intelligence to Promote Environmental Sustainability provides a comprehensive examination of how AI is transforming environmental conservation and sustainability efforts. This scholarly work delves into cutting-edge AI technologies—such as automation, data analytics, and machine learning—and explores their potential to address pressing environmental ... Read more

    $90.19 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

    $143.09 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

    $134.09 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

    $170.09 USD

  • Metaheuristics in Machine Learning: Theory and Applications

    Edited by Diego Oliva, Essam H. Houssein, Salvador Hinojosa ...
    Series series Intelligent Technologies and Robotics (R0)
    This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolutionary, swarm, machine learning, and deep learning. The chapters were classified based on the content; then, the sections are thematic. Different applications and implementations are included; in this sense, the book provides theory and ... Read more

    $152.09 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

    $179.09 USD