Search Results
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Handbook of AI-based Metaheuristics (Advances in Metaheuristics)
At the heart of the optimization domain are mathematical modeling of the problem and the solution methodologies. The problems are becoming larger and with growing complexity. Such problems are becoming cumbersome when handled by traditional optimization methods. This has motivated researchers to res... More
Language: ENGCopyright: 2022 -
Multiple Criteria Decision Making: Techniques, Analysis and Applications (Studies in Systems, Decision and Control #407)
The book discusses state-of-the-art applications and methodologies of the Multiple Criteria Decision Making (MCDM) techniques and approaches. The book focuses on critical literature, underlying principles of methods and models, solution approaches, testing and validation, real-world applications, ca... More
Language: ENGCopyright: 2022 -
Flexibility in Resource Management
This book provides a conceptual 'Flexibility in Resource Management' framework supported by research/case applications in various related areas. It links and integrates the flexibility aspect with resource management to offer a fresh perspective, since flexibility in different levels of resource ma... More
Language: ENGCopyright: 2018 -
Optimization in Machine Learning and Applications (Algorithms for Intelligent Systems)
This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve pre... More
Language: ENGCopyright: 2020 -
Socio-Inspired Optimization Methods for Advanced Manufacturing Processes (Springer Series in Advanced Manufacturing)
This book discusses comprehensively the advanced manufacturing processes, including illustrative examples of the processes, mathematical modeling, and the need to optimize associated parameter problems. In addition, it describes in detail the cohort intelligence methodology and its variants along wi... More
Language: ENGCopyright: 2021 -
Constraint Handling in Cohort Intelligence Algorithm (Advances in Metaheuristics)
Mechanical Engineering domain problems are generally complex, consisting of different design variables and constraints. These problems may not be solved using gradient-based optimization techniques. The stochastic nature-inspired optimization techniques have been proposed in this book to efficiently... More
Language: ENGCopyright: 2022 -
Optimization Models in Steganography Using Metaheuristics (Intelligent Systems Reference Library #187)
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 ... More
Language: ENGCopyright: 2020 -
Metaheuristic Algorithms in Industry 4.0 (Advances in Metaheuristics)
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.... More
Language: ENGCopyright: 2022 -
Constraint Handling in Metaheuristics and Applications
This book aims to discuss the core and underlying principles and analysis of the different constraint handling approaches. The main emphasis of the book is on providing an enriched literature on mathematical modelling of the test as well as real-world problems with constraints, and further developme... More
Language: ENGCopyright: 2021 -
Proceedings of the 2nd International Conference on Data Engineering and Communication Technology: ICDECT 2017 (Advances in Intelligent Systems and Computing #828)
This book features research work presented at the 2nd International Conference on Data Engineering and Communication Technology (ICDECT) held on December 15–16, 2017 at Symbiosis International University, Pune, Maharashtra, India. It discusses advanced, multi-disciplinary research into smart computi... More
Language: ENGCopyright: 2019 -
Big Data Analytics in Healthcare (Studies in Big Data #66)
by Ajith Abraham • Patrick Siarry • Albert Zomaya • Anand J. Kulkarni • Mengjie Zhang • Pramod Kumar Singh • Fazle BakiThis book includes state-of-the-art discussions on various issues and aspects of the implementation, testing, validation, and application of big data in the context of healthcare. The concept of big data is revolutionary, both from a technological and societal well-being standpoint. This book provid... More
Language: ENGCopyright: 2020 -
Socio-cultural Inspired Metaheuristics (Studies in Computational Intelligence #828)
by Kang Tai • Suresh Chandra Satapathy • Anand J. Kulkarni • Pramod Kumar Singh • Ali Husseinzadeh KashanThis book presents the latest insights and developments in the field of socio-cultural inspired algorithms. Akin to evolutionary and swarm-based optimization algorithms, socio-cultural algorithms belong to the category of metaheuristics (problem-independent computational methods) and are inspired by... More
Language: ENGCopyright: 2019