AI-Based Metaheuristics for Information Security and Digital Media

AI-Based Metaheuristics for Information Security and Digital Media
Title AI-Based Metaheuristics for Information Security and Digital Media PDF eBook
Author Apoorva S Shastri
Publisher CRC Press
Pages 142
Release 2023-07-06
Genre Computers
ISBN 1000904709

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This book examines the latest developments in Artificial Intelligence (AI)-based metaheuristics algorithms with applications in information security for digital media. It highlights the importance of several security parameters, their analysis, and validations for different practical applications. Drawing on multidisciplinary research including computer vision, machine learning, artificial intelligence, and modified/newly developed metaheuristics algorithms, it will enhance information security for society. It includes state-of-the-art research with illustrations and exercises throughout.

AI-Based Metaheuristics for Information Security and Digital Media

AI-Based Metaheuristics for Information Security and Digital Media
Title AI-Based Metaheuristics for Information Security and Digital Media PDF eBook
Author Apoorva S Shastri
Publisher CRC Press
Pages 151
Release 2023-07-06
Genre Computers
ISBN 1000904687

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- Provides interdisciplinary solutions including the fields of steganography, cryptography, artificial intelligence, machine learning, deep learning, computer vision, and metaheuristics algorithms - Includes state-of-the-art research - Provides solutions using detailed figures and plots, illustrative examples, pseudo codes, and simulations

Metaheuristics for Enterprise Data Intelligence

Metaheuristics for Enterprise Data Intelligence
Title Metaheuristics for Enterprise Data Intelligence PDF eBook
Author Kaustubh Vaman Sakhare
Publisher CRC Press
Pages 159
Release 2024-08-07
Genre Computers
ISBN 1040096476

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With the emergence of the data economy, information has become integral to business excellence. Every enterprise, irrespective of its domain of interest, carries and processes a lot of data in their day-to-day activities. Converting massive datasets into insightful information plays an important role in developing better business solutions. Data intelligence and its analysis pose several challenges in data representation, building knowledge systems, issue resolution and predictive systems for trend analysis and decisionmaking. The data available could be of any modality, especially when data is associated with healthcare, biomedical, finance, retail, cybersecurity, networking, supply chain management, manufacturing, etc. The optimization of such systems is therefore crucial to leveraging the best outcomes and conclusions. To this end, AI-based nature-inspired optimization methods or approximation-based optimization methods are becoming very powerful. Notable metaheuristics include genetic algorithms, differential evolution, ant colony optimization, particle swarm optimization, artificial bee colony, grey wolf optimizer, political optimizer, cohort intelligence and league championship algorithm. This book provides a systematic discussion of AI-based metaheuristics application in a wide range of areas, including big data intelligence and predictive analytics, enterprise analytics, graph optimization algorithms, machine learning and ensemble learning, computer vision enterprise practices and data benchmarking.

Artificial Intelligence, Game Theory and Mechanism Design in Politics

Artificial Intelligence, Game Theory and Mechanism Design in Politics
Title Artificial Intelligence, Game Theory and Mechanism Design in Politics PDF eBook
Author Tshilidzi Marwala
Publisher Springer Nature
Pages 221
Release 2023-08-04
Genre Political Science
ISBN 9819951038

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This book explores how AI and mechanism design can provide a new framework for international politics. The international political system is all manners in which countries, governments and people relate. Mechanism design in international politics relates to identifying rules that define relationships between people and countries that achieve a particular outcome, e.g., peace or more trade or democracy or economic development. Artificial intelligence is technique of making machines intelligent. This book explores mechanism design and artificial intelligence in international politics and applies these technologies to politics, economy and society. This book will be of interest to scholars of international relations, politics, sustainable development, and artificial intelligence.

Optimization Models in Steganography Using Metaheuristics

Optimization Models in Steganography Using Metaheuristics
Title Optimization Models in Steganography Using Metaheuristics PDF eBook
Author Dipti Kapoor Sarmah
Publisher Springer Nature
Pages 174
Release 2020-02-25
Genre Technology & Engineering
ISBN 3030420442

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This book explores the use of a socio-inspired optimization algorithm (the Cohort Intelligence algorithm), along with Cognitive Computing and a Multi-Random Start Local Search optimization algorithm. One of the most important types of media used for steganography is the JPEG image. Considering four important aspects of steganography techniques – picture quality, high data-hiding capacity, secret text security and computational time – the book provides extensive information on four novel image-based steganography approaches that employ JPEG compression. Academics, scientists and engineers engaged in research, development and application of steganography techniques, optimization and data analytics will find the book’s comprehensive coverage an invaluable resource.

Hybrid Genetic Optimization for IC Chips Thermal Control

Hybrid Genetic Optimization for IC Chips Thermal Control
Title Hybrid Genetic Optimization for IC Chips Thermal Control PDF eBook
Author Mathew V. K.
Publisher CRC Press
Pages 162
Release 2022-06-07
Genre Computers
ISBN 1000590437

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The continuous miniaturization of integrated circuit (IC) chips and the increase in the sleekness of the design of electronic components have led to the monumental rise of volumetric heat generation in electronic components. Hybrid Genetic Optimization for IC Chips Thermal Control: With MATLAB® Applications focuses on the detailed optimization strategy carried out to enhance the performance (temperature control) of the IC chips oriented at different positions on a switch-mode power supply (SMPS) board and cooled using air under various heat transfer modes. Seven asymmetric protruding IC chips mounted at different positions on an SMPS board are considered in the present study that is supplied with non-uniform heat fluxes. Key Features: Provides guidance on performance enhancement and reliability of IC chips Provides a detailed hybrid optimization strategy for the optimal arrangement of IC chips on a board The MATLAB program for the hybrid optimization strategy along with its stability analysis is carried out in a detailed manner Enables thermal design engineers to identify the positioning of IC chips on the board to increase their reliability and working cycle

Metaheuristic Algorithms in Industry 4.0

Metaheuristic Algorithms in Industry 4.0
Title Metaheuristic Algorithms in Industry 4.0 PDF eBook
Author Pritesh Shah
Publisher CRC Press
Pages 302
Release 2021-09-29
Genre Computers
ISBN 1000435989

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Due to increasing industry 4.0 practices, massive industrial process data is now available for researchers for modelling and optimization. Artificial Intelligence methods can be applied to the ever-increasing process data to achieve robust control against foreseen and unforeseen system fluctuations. Smart computing techniques, machine learning, deep learning, computer vision, for example, will be inseparable from the highly automated factories of tomorrow. Effective cybersecurity will be a must for all Internet of Things (IoT) enabled work and office spaces. This book addresses metaheuristics in all aspects of Industry 4.0. It covers metaheuristic applications in IoT, cyber physical systems, control systems, smart computing, artificial intelligence, sensor networks, robotics, cybersecurity, smart factory, predictive analytics and more. Key features: Includes industrial case studies. Includes chapters on cyber physical systems, machine learning, deep learning, cybersecurity, robotics, smart manufacturing and predictive analytics. surveys current trends and challenges in metaheuristics and industry 4.0. Metaheuristic Algorithms in Industry 4.0 provides a guiding light to engineers, researchers, students, faculty and other professionals engaged in exploring and implementing industry 4.0 solutions in various systems and processes.