Automatic Generation Of Algorithms
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Automatic Generation Of Algorithms
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Author : Victor Parada
language : en
Publisher: CRC Press
Release Date : 2025-02-10
Automatic Generation Of Algorithms written by Victor Parada and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-10 with Computers categories.
In the rapidly evolving domain of computational problem-solving, this book delves into the cutting-edge Automatic Generation of Algorithms (AGA) paradigm, a groundbreaking approach poised to redefine algorithm design for optimization problems. Spanning combinatorial optimization, machine learning, genetic programming, and beyond, it investigates AGA's transformative capabilities across diverse application areas. The book initiates by introducing fundamental combinatorial optimization concepts and NPhardness significance, laying the foundation for understanding AGA's necessity and potential. It then scrutinizes the pivotal Master Problem concept in AGA and the art of modeling for algorithm generation. The exploration progresses with integrating genetic programming and synergizing AGA with evolutionary computing. Subsequent chapters delve into the AGA-machine learning intersection, highlighting their shared optimization foundation while contrasting divergent objectives. The automatic generation of metaheuristics is examined, aiming to develop versatile algorithmic frameworks adaptable to various optimization problems. Furthermore, the book explores applying reinforcement learning techniques to automatic algorithm generation. Throughout, it invites readers to reimagine algorithmic design boundaries, offering insights into AGA's conceptual underpinnings, practical applications, and future directions, serving as an invitation for researchers, practitioners, and enthusiasts in computer science, operations research, artificial intelligence, and beyond to embark on a journey toward computational excellence where algorithms are born, evolved, and adapted to meet ever-changing real-world problem landscapes.
Automatic Generation Of Morphological Set Recognition Algorithms
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Author : Robert C. Vogt
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Automatic Generation Of Morphological Set Recognition Algorithms written by Robert C. Vogt and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.
Since the early days of computers, machine learning and automatic programming have attracted researchers in computer science and related fields, particularly pattern recognition and automatic control theory. Most of the learning concepts in machine perception have been inspired by pattern recognition approaches that rely on statistical techniques. These statistical techniques have applicability in limited recognition tasks. Automatic programming in perception systems has generally been limited to interfaces that allow easy specification of the task using natural language. Clearly, machine learning and automatic programming can make percep tion systems powerful and easy to use. Vogt's book addresses both these tasks in the context of machine vision. He uses morphological operations to implement his approach which was developed for solving the figure-ground problem in images. His system selects the correct se quence of operators to accept or reject pixels for fmding objects in an image. The sequence of operators is selected after a user specifies what the correct objects are. On the surface it may appear that the problem solved by the system is not very interesting, however, the contribution ofVogt' s work should not be judged by the images that the system can segment. Its real contribution is in demonstrat ing, possibly for'the frrst time, that automatic programming is possible in computer vision systems. The selection of morphological operators demonstrates that to implement an automatic programming-based approach, operators whose behavior is clearly defined in the image space are required.
Automatic Generation Of Algorithms
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Author : Jukka Korpela
language : en
Publisher:
Release Date : 1977
Automatic Generation Of Algorithms written by Jukka Korpela and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with categories.
Intelligent Algorithms
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Author : Han Huang
language : en
Publisher: Elsevier
Release Date : 2024-05-25
Intelligent Algorithms written by Han Huang and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-25 with Computers categories.
In this book, the latest achievements of the computation time analysis theory and practical applications of intelligent algorithms are set out. There are five chapters: (1) new method of intelligent algorithm computation time analysis; (2)Application of intelligent algorithms in computer vision; (3)Application of intelligent algorithms in logistics scheduling; (4)Application of intelligent algorithms in software testing; and (5) application of intelligent algorithm in multi-objective optimization. The content of each chapter is supported by papers published in top journals. The authors introduce the work of each part, which mainly includes a brief introduction (mainly for readers to understand) and academic discussion (rigorous theoretical and experimental support), in a vivid and interesting way through excellent pictures and literary compositions. To help readers learn and make progress together, each part of this book provides relevant literature, code, experimental data, and so on. - Integrates the theoretical analysis results of intelligent algorithms, which is convenient for the majority of researchers to deeply understand the theoretical analysis results of intelligent algorithms and further supplement and improve the theoretical research of intelligent algorithms - Opens up readers' understanding of the theoretical level of intelligent algorithms and spreads the inherent charm of intelligent algorithms - Integrates the diverse knowledge of society and provides a more comprehensive and scientific knowledge of intelligent algorithm theory
Algorithms And Architectures For Parallel Processing
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Author : Zahir Tari
language : en
Publisher: Springer Nature
Release Date : 2024-03-12
Algorithms And Architectures For Parallel Processing written by Zahir Tari and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-12 with Computers categories.
The 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October 2023. The 145 full papers included in these proceedings were carefully reviewed and selected from 439 submissions. ICA3PP covers many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.
Affective Computing And Intelligent Interaction
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Author : Jia Luo
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-01-25
Affective Computing And Intelligent Interaction written by Jia Luo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-25 with Technology & Engineering categories.
2012 International Conference on Affective Computing and Intelligent Interaction (ICACII 2012) was the most comprehensive conference focused on the various aspects of advances in Affective Computing and Intelligent Interaction. The conference provided a rare opportunity to bring together worldwide academic researchers and practitioners for exchanging the latest developments and applications in this field such as Intelligent Computing, Affective Computing, Machine Learning, Business Intelligence and HCI. This volume is a collection of 119 papers selected from 410 submissions from universities and industries all over the world, based on their quality and relevancy to the conference. All of the papers have been peer-reviewed by selected experts.
Automatic Generation Of Data Flow Analyzers
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Author : Steven Weng-Kiang Tjiang
language : en
Publisher:
Release Date : 1993
Automatic Generation Of Data Flow Analyzers written by Steven Weng-Kiang Tjiang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.
Culture And Computing Interactive Cultural Heritage And Arts
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Author : Matthias Rauterberg
language : en
Publisher: Springer Nature
Release Date : 2021-07-03
Culture And Computing Interactive Cultural Heritage And Arts written by Matthias Rauterberg and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-03 with Computers categories.
The two-volume set LNCS 12794-12795 constitutes the refereed proceedings of the 9th International Conference on Culture and Computing, C&C 2021, which was held as part of HCI International 2021 and took place virtually during July 24-29, 2021. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. The papers included in the HCII-C&C volume set were organized in topical sections as follows: Part I: ICT for cultural heritage; technology and art; visitors’ experiences in digital culture; Part II: Design thinking in cultural contexts; digital humanities, new media and culture; perspectives on cultural computing.
Computer Technology 1992
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Author : Richard S. Gallagher
language : en
Publisher:
Release Date : 1992
Computer Technology 1992 written by Richard S. Gallagher and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computer-aided engineering categories.
Advances In Design Automation 1991 Computer Aided Design Mechanical Systems Simulation And Analysis Mechanisms And Robotics
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Author : Gary A. Gabriele
language : en
Publisher:
Release Date : 1991
Advances In Design Automation 1991 Computer Aided Design Mechanical Systems Simulation And Analysis Mechanisms And Robotics written by Gary A. Gabriele and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Computer-aided design categories.