Innovations in Optimization and Machine Learning
Toufik Mzili
In today's rapidly evolving world, businesses are confronted with the complex task of streamlining their operations, utilizing machine learning to their advantage, and maneuvering through the intricacies of artificial intelligence. It has become increasingly essential to allocate resources effectively, make informed decisions based on data, and capitalize on AI technologies. However, many organizations require assistance in understanding these disciplines' theoretical principles, practical implementations, and ethical implications. Innovations in Optimization and Machine Learning serve as a comprehensive solution, offering a deep dive into optimization, machine learning, and AI. By unraveling the complexities and providing practical insights, it empowers researchers, practitioners, students, and enthusiasts to understand and contribute to advancing these fields. The book covers many topics, from evolutionary algorithms to ethical AI development, ensuring a thorough understanding of key concepts and their real-world implications.
- Format: Paperback
- ISBN: 9798369352328
- Publication Date: Sep 2024
- Availability: Temporarily out of stock: Usually despatched in 14-18 days
Numerical Methods for Least Squares Problem
Åke Björck
- Format: Paperback
- ISBN: 9781611977943
- Publication Date: Jul 2024
- Availability: Not Yet Available - Pre-Order Now
Real Algebraic Geometry and Optimization
Thorsten Theobald
- Format: Hardback
- ISBN: 9781470474317
- Publication Date: Jun 2024
- Availability: Temporarily out of stock: Usually despatched in 14-18 days
Quantum Computing and Supply Chain Management
Ahdi Hassan
Today's supply chains are becoming more complex and interconnected. As a result, traditional optimization engines struggle to cope with the increasing demands for real-time order fulfillment and inventory management. With the expansion and diversification of supply chain networks, these engines require additional support to handle the growing complexity effectively. This poses a significant challenge for supply chain professionals who must find efficient and cost-effective solutions to streamline their operations and promptly meet customer demands. Quantum Computing and Supply Chain Management: A New Era of Optimization offers a transformative solution to these challenges. By harnessing the power of quantum computing, this book explores how supply chain planners can overcome the limitations of traditional optimization engines. Quantum computing's ability to process vast amounts of data from IoT sensors in real time can revolutionize inventory management, resource allocation, and logistics within the supply chain. It provides a theoretical framework and practical examples to illustrate how quantum algorithms can enhance transparency, optimize dynamic inventory allocation, and improve supply chain resilience.
- Format: Hardback
- ISBN: 9798369341070
- Publication Date: Jun 2024
- Availability: Not Yet Available - Pre-Order Now
Set-Valued, Convex, and Nonsmooth Analysis in Dynamics and Control
Rafal K. Goebel
- Format: Paperback
- ISBN: 9781611977974
- Publication Date: Jun 2024
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Actualized Teamwork
William L. Sparks
- Format: Paperback
- ISBN: 9781586446796
- Publication Date: Jun 2024
- Availability: Not Yet Available - Pre-Order Now
Optimization Techniques for Hybrid Power Systems
Sunanda Hazra
Optimization Techniques for Hybrid Power Systems: Renewable Energy, Electric Vehicles, and Smart Grid is a comprehensive guide that delves into the intricate world of renewable energy integration and its impact on electrical systems. With the current global energy crisis and the urgent need to address climate change, this book explores the latest advancements and research surrounding optimization techniques in the realm of renewable energy. This book has a focus on nature-inspired and meta-heuristic optimization methods, and it demonstrates how these techniques have revolutionized renewable energy problem-solving and their application in real-world scenarios. It examines the challenges and opportunities in achieving a larger utilization of renewable energy sources to reduce carbon emissions and air pollutants while meeting renewable portfolio standards and enhancing energy efficiency. This book serves as a valuable resource for researchers, academicians, industry delegates, scientists, and final-year master's degree students. It covers a wide range of topics, including novel power generation technology, advanced energy conversion systems, low-carbon technology in power generation and smart grids, AI-based control strategies, data analytics, electrified transportation infrastructure, and grid-interactive building infrastructure.
- Format: Hardback
- ISBN: 9798369304921
- Publication Date: Jun 2024
- Availability: Not Yet Available - Pre-Order Now
Design and Optimization of Wearable, Implantable, and Edible Antennas
Kavitha
The demand for integration of smart devices into our daily lives has led to a pressing challenge – the effective design and optimization of antennas for wearable and implantable applications. As our reliance on interconnected devices grows, so does the need for antennas that transcend their conventional roles and adapt to the diverse, dynamic needs of users. Addressing these challenges is vital, considering the unique demands imposed by this technology, ranging from size constraints to energy efficiency, biocompatibility, and signal integrity. Design and Optimization of Wearable, Implantable, and Edible Antennas , is an innovative work that confronts these challenges head-on. In this exploration, the book sheds light on the evolving landscape where electromagnetic research intersects with the demands of human life. As antennas seamlessly weave into attire, revolutionize healthcare through implants, and even find their place in edibles, this book serves as a guide for academic scholars, researchers, engineers, and students navigating the intricate terrain of antenna engineering.
- Format: Hardback
- ISBN: 9798369326596
- Publication Date: Jun 2024
- Availability: Not Yet Available - Pre-Order Now
Metaheuristics Algorithm and Optimization of Engineering and Complex Systems
Thanigaivelan R.
In the field of engineering, optimization and decision-making have become pivotal concerns. The ever-increasing demand for data processing has given rise to issues such as extended processing times and escalated memory utilization, posing formidable obstacles across various engineering domains. Problems persist, requiring not only solutions but advancements beyond existing best practices. Creating and implementing novel heuristic algorithms is a time-intensive process, yet the imperative to do so remains strong, driven by the potential to significantly lower computational costs even with marginal improvements. This book, titled Metaheuristics Algorithm and Optimization of Engineering and Complex Systems , is a beacon of innovation in this context. It examines the critical need for inventive algorithmic solutions, exploring hyperheuristic approaches that offer solutions such as automating search spaces through integrated heuristics. Designed to cater to a broad audience, this book is a valuable resource for both novice and experienced dynamic optimization practitioners. By addressing the spectrum of theory and practice, as well as discrete versus continuous dynamic optimization, it becomes an indispensable reference in a captivating and emerging field. With a deliberate focus on inclusivity, the book is poised to benefit anyone with an interest in staying abreast of the latest developments in dynamic optimization.
- Format: Paperback
- ISBN: 9798369350027
- Publication Date: Jun 2024
- Availability: Temporarily out of stock: Usually despatched in 14-18 days
A Practical Guide to Inversely Optimized Treatment Planning
E. Ishmael Parsai
- Format: Hardback
- ISBN: 9781951134204
- Publication Date: May 2024
- Availability: In Stock - Despatched Within 5-7 Working Days
Revolutionary Automobile Production Systems for Optimal Quality, Efficiency, and Cost
Kakuro Amasaka
In today's fast-paced and competitive manufacturing landscape, industries worldwide face the pressing challenge of optimizing production processes to meet ever-growing demands for efficiency, quality, and sustainability. Traditional manufacturing systems often need help to meet these demands, leading to inefficiencies, quality issues, and increased costs. To address these challenges, there is a critical need for a comprehensive understanding of advanced production management principles, such as the Toyota Production System (TPS) and its evolution into the Advanced TPS. Revolutionary Automobile Production Systems for Optimal Quality, Efficiency, and Cost serves as a definitive guide for scholars seeking to understand and implement the principles of TPS and Advanced TPS in modern manufacturing management. By offering a deep dive into these systems' philosophy, theory, and practical applications, the book equips readers with the knowledge and tools needed to revolutionize their manufacturing processes. Whether you're a scholar looking to expand your knowledge or a practitioner seeking to enhance your organization's manufacturing capabilities, this book offers a compelling solution to modern manufacturing challenges.
- Format: Hardback
- ISBN: 9781668483015
- Publication Date: May 2024
- Availability: In Stock - Despatched Within 5 Working Days
Optimal Feedback for Stochastic Linear Quadratic Control and Backward Stochastic Riccati Equations in Infinite Dimensions
Qi Lu
- Format: Paperback
- ISBN: 9781470468750
- Publication Date: May 2024
- Availability: In Stock - Despatched Within 5-7 Working Days
Optimization of Safety Measures for Protection of Nuclear Installations Against External Hazards
- Format: Paperback
- ISBN: 9789201065247
- Publication Date: May 2024
- Availability: In Stock - Despatched Within 5-7 Working Days
Numerical Methods for Convex Multistage Stochastic Optimization
Guanghui Lan
Optimization problems involving sequential decisions in a stochastic environment were studied in Stochastic Programming (SP), Stochastic Optimal Control (SOC) and Markov Decision Processes (MDP). This monograph concentrates on SP and SOC modeling approaches.
- Format: Paperback
- ISBN: 9781638283508
- Publication Date: May 2024
- Availability: In Stock - Despatched Within 5 Working Days
A Tutorial on Hadamard Semidifferentials
Kenneth Lange
This tutorial presents a brief survey of semidifferentials in the familiar context of finite-dimensional Euclidean space. The main focus is on Hadamard semidifferentials. The Hadamard semidifferential is more general than the Fréchet differential, which is now dominant in undergraduate mathematics education.
- Format: Paperback
- ISBN: 9781638283485
- Publication Date: May 2024
- Availability: In Stock - Despatched Within 5 Working Days
Intelligent Optimization Techniques for Business Analytics
Sanjeev Bansal
Today, the convergence of cutting-edge algorithms and actionable insights in business is paramount for success. Scholars and practitioners grapple with the dilemma of optimizing data to drive efficiency, innovation, and competitiveness. The formidable challenge of effectively harnessing the immense power of intelligent optimization techniques and business analytics only increases as the volume of data grows exponentially, and the complexities of navigating the intricate landscape of business analytics becomes more daunting. This pressing issue underscores the critical need for a comprehensive solution, and Intelligent Optimization Techniques for Business Analytics is poised to provide much-needed answers. This groundbreaking book offers an all-encompassing solution to the challenges that academic scholars encounter in the pursuit of mastering the interplay between learning algorithms and intelligent optimization techniques for business analytics. Through a wealth of diverse perspectives and expert case studies, it illuminates the path to effectively implementing these advanced systems in real-world business scenarios. It caters not only to the scholarly community but also to industry professionals and policymakers, equipping them with the necessary tools and insights to excel in the realm of data-driven decision-making.
- Format: Hardback
- ISBN: 9798369315989
- Publication Date: Apr 2024
- Availability: In Stock - Despatched Within 5 Working Days
Intelligent Decision Making Through Bio-Inspired Optimization
Ramkumar Jaganathan
Academic scholars, entrenched in the complexities of various domains, face the daunting task of navigating intricate decision-making scenarios. The prevailing need for efficient and effective decision-making tools becomes increasingly apparent as traditional methodologies struggle to keep pace with the demands of modern research and industry. This pivotal issue necessitates a shift, urging scholars to explore unconventional approaches that can transcend disciplinary boundaries and unlock new dimensions of problem-solving. In response to these pressing challenges, Intelligent Decision Making Through Bio-Inspired Optimization emerges as a beacon of ingenuity. This groundbreaking book transcends usual disciplinary boundaries, seamlessly integrating computer science, artificial intelligence, optimization, and decision science. Its multidisciplinary approach addresses the inherent complexities faced by scholars, offering a comprehensive exploration of nature-inspired algorithms such as genetic algorithms, swarm intelligence, and evolutionary strategies. The book's core mission is to empower academic scholars with the tools to overcome contemporary decision-making hurdles, providing a holistic understanding of these bio-inspired approaches and their potential to revolutionize the scholarly landscape.
- Format: Hardback
- ISBN: 9798369320730
- Publication Date: Apr 2024
- Availability: In Stock - Despatched Within 5 Working Days
AI and Blockchain Optimization Techniques in Aerospace Engineering
U. Vignesh
The amalgamation of artificial intelligence (AI), optimization techniques, and blockchain is revolutionizing how to conceptualize, design, and operate aerospace systems. While optimization techniques are pivotal in streamlining aerospace processes, security challenges have recently surfaced. AI and Blockchain Optimization Techniques in Aerospace Engineering delves into the transformative impact of technologies on various facets of the aerospace industry, offering a multidimensional solution to overcome security concerns and enhance the overall efficiency of aerospace systems The book explores how machine learning reshapes aerospace systems by automating complex tasks through self/reinforced learning methods. From air traffic data analysis to flight scheduling, geographical information, and navigation, machine learning has become an indispensable tool, offering valuable insights that enhance aerospace operations. Simultaneously, blockchain technology, with its inherent characteristics of decentralization and tamper-proof ledgers, ensures transparency, accountability, and security in transactions, providing an innovative approach to data integrity and system resilience. Designed for technology development professionals, academicians, data scientists, industrial experts, researchers, and students, the book offers a panoramic view of the latest innovations in the field.
- Format: Hardback
- ISBN: 9798369314913
- Publication Date: Mar 2024
- Availability: In Stock - Despatched Within 5 Working Days
Energy-Based Models with Applications to Speech and Language Processing
Zhijian Ou
The purpose of this monograph is to present a systematic introduction to energy-based models, including both algorithmic progress and applications in speech and language processing.
- Format: Paperback
- ISBN: 9781638283065
- Publication Date: Mar 2024
- Availability: In Stock - Despatched Within 5 Working Days
Bio-Inspired Optimization Techniques in Blockchain Systems
U. Vignesh
In the dynamic landscape of bioinformatics and blockchain technology, a profound challenge is evident: ensuring secure exchange and analysis of complex biological data while maintaining data integrity and ownership. Traditional methods fall short in seamlessly transferring genomic data, spurring the fusion of blockchain innovation and optimization algorithms as a groundbreaking solution. Biology-Inspired Optimization Techniques in Blockchain Systems directly addresses the data integrity and ownership dilemma in bioinformatics and blockchain. Despite the intricacies of genomic data, blockchain's potential solution faces obstacles like data volume and slow transactions. These challenges are adeptly overcome through optimization algorithms. The book, authored by experts in bioinformatics, blockchain, and optimization, offers a comprehensive guide, showcasing how blockchain architecture and biological data intricacies can harmonize. It provides a blueprint for using blockchain to store genomic variants and aligned reads. This work empowers developers, data scientists, and researchers to overcome technological barriers, redefining the landscape of bioinformatics and beyond.
- Format: Hardback
- ISBN: 9798369311318
- Publication Date: Feb 2024
- Availability: In Stock - Despatched Within 5 Working Days