Search Results
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Nature-Inspired Computation in Engineering
by Xin-She YangThis timely review book summarizes the state-of-the-art developments in nature-inspired optimization algorithms and their applications in engineering. Algorithms and topics include the overview and history of nature-inspired algorithms, discrete firefly algorithm, discrete cuckoo search, plant prop... More
Language: ENGCopyright: 2016 -
Recent Advances in Swarm Intelligence and Evolutionary Computation
by Xin-She YangThis timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheurist... More
Language: ENGCopyright: 2015 -
Nature-Inspired Algorithms and Applied Optimization
by Xin-She YangThis book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studie... More
Language: ENGCopyright: 2018 -
Cuckoo Search and Firefly Algorithm: Theory and Applications (Studies in Computational Intelligence #516)
by Xin-She YangNature-inspired algorithms such as cuckoo search and firefly algorithm have become popular and widely used in recent years in many applications. These algorithms are flexible, efficient and easy to implement. New progress has been made in the last few years, and it is timely to summarize the lates... More
Language: ENGCopyright: 2014 -
Optimization Techniques and Applications with Examples
by Xin-She YangA guide to modern optimization applications and techniques in newly emerging areas spanning optimization, data science, machine intelligence, engineering, and computer sciences Optimization Techniques and Applications with Examples introduces the fundamentals of all the commonly used techniques in ... More
Language: ENGCopyright: 2018 -
Mathematical Modeling with Multidisciplinary Applications
by Xin-She YangFeatures mathematical modeling techniques and real-world processes with applications in diverse fieldsMathematical Modeling with Multidisciplinary Applications details the interdisciplinary nature of mathematical modeling and numerical algorithms. The book combines a variety of applications from div... More
Language: ENGCopyright: 2013 -
Mathematical Foundations of Nature-Inspired Algorithms (SpringerBriefs in Optimization)
by Xin-She Yang • Xing-Shi HeThis book presents a systematic approach to analyze nature-inspired algorithms. Beginning with an introduction to optimization methods and algorithms, this book moves on to provide a unified framework of mathematical analysis for convergence and stability. Specific nature-inspired algorithms include... More
Language: ENGCopyright: 2019 -
Nature-Inspired Computation in Data Mining and Machine Learning (Studies in Computational Intelligence #855)
by Xin-She Yang • Xing-Shi HeThis book reviews the latest developments in nature-inspired computation, with a focus on the cross-disciplinary applications in data mining and machine learning. Data mining, machine learning and nature-inspired computation are current hot research topics due to their importance in both theory and ... More
Language: ENGCopyright: 2020 -
Applied Optimization and Swarm Intelligence (Springer Tracts in Nature-Inspired Computing)
by Xin-She Yang • Eneko OsabaThis book gravitates on the prominent theories and recent developments of swarm intelligence methods, and their application in both synthetic and real-world optimization problems. The special interest will be placed in those algorithmic variants where biological processes observed in nature have und... More
Language: ENGCopyright: 2021 -
Bayesian Inference in the Social Sciences
Presents new models, methods, and techniques and considers important real-world applications in political science, sociology, economics, marketing, and financeEmphasizing interdisciplinary coverage, Bayesian Inference in the Social Sciences builds upon the recent growth in Bayesian methodology and e... More
Language: ENGCopyright: 2014 -
Solving Computationally Expensive Engineering Problems
Computational complexity is a serious bottleneck for the design process in virtually any engineering area. While migration from prototyping and experimental-based design validation to verification using computer simulation models is inevitable and has a number of advantages, high computational cost... More
Language: ENGCopyright: 2014 -
Simulation-Driven Modeling and Optimization
This edited volume is devoted to the now-ubiquitous use of computational models across most disciplines of engineering and science, led by a trio of world-renowned researchers in the field. Focused on recent advances of modeling and optimization techniques aimed at handling computationally-expensiv... More
Language: ENGCopyright: 2016 -
Nature-Inspired Computing and Optimization
The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applicat... More
Language: ENGCopyright: 2017 -
Nature-Inspired Computation in Navigation and Routing Problems: Algorithms, Methods and Applications (Springer Tracts in Nature-Inspired Computing)
by Xin-She Yang • Yu-Xin ZhaoThis book discusses all the major nature-inspired algorithms with a focus on their application in the context of solving navigation and routing problems. It also reviews the approximation methods and recent nature-inspired approaches for practical navigation, and compares these methods with traditio... More
Language: ENGCopyright: 2020 -
Metaheuristics and Optimization in Civil Engineering
This timely book deals with a current topic, i. e. the applications of metaheuristic algorithms, with a primary focus on optimization problems in civil engineering. The first chapter offers a concise overview of different kinds of metaheuristic algorithms, explaining their advantages in solving co... More
Language: ENGCopyright: 2016 -
Smart Trends in Systems, Security and Sustainability
The volume deals with sustainability transitions which are transformations of major socio-technical systems of provision and use in areas such as energy, water, mobility, and food, towards more sustainable ways of production and consumption. The book provides insights of World Conference on Smart T... More
Language: ENGCopyright: 2018 -
Data Science and Big Data Analytics: ACM-WIR 2018 (Lecture Notes on Data Engineering and Communications Technologies #16)
This book presents conjectural advances in big data analysis, machine learning and computational intelligence, as well as their potential applications in scientific computing. It discusses major issues pertaining to big data analysis using computational intelligence techniques, and the conjectural e... More
Language: ENGCopyright: 2019 -
Third International Congress on Information and Communication Technology: ICICT 2018, London (Advances in Intelligent Systems and Computing #797)
The book includes selected high-quality research papers presented at the Third International Congress on Information and Communication Technology held at Brunel University, London on February 27–28, 2018. It discusses emerging topics pertaining to information and communication technology (ICT) for m... More
Language: ENGCopyright: 2019 -
Computational Intelligence, Optimization and Inverse Problems with Applications in Engineering
This book focuses on metaheuristic methods and its applications to real-world problems in Engineering. The first part describes some key metaheuristic methods, such as Bat Algorithms, Particle Swarm Optimization, Differential Evolution, and Particle Collision Algorithms. Improved versions of these m... More
Language: ENGCopyright: 2019 -
Fourth International Congress on Information and Communication Technology: ICICT 2019, London, Volume 2 (Advances in Intelligent Systems and Computing #1027)
The second volume of this book includes selected high-quality research papers presented at the Fourth International Congress on Information and Communication Technology, which was held at Brunel University, London, on February 27–28, 2019. It discusses emerging topics pertaining to information and c... More
Language: ENGCopyright: 2020 -
Fourth International Congress on Information and Communication Technology: ICICT 2019, London, Volume 1 (Advances in Intelligent Systems and Computing #1041)
This book gathers selected high-quality research papers presented at the Fourth International Congress on Information and Communication Technology, held at Brunel University, London, on February 27–28, 2019. It discusses emerging topics pertaining to information and communication technology (ICT) fo... More
Language: ENGCopyright: 2020 -
Advances in Machine Learning and Computational Intelligence: Proceedings of ICMLCI 2019 (Algorithms for Intelligent Systems)
This book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of Science and Technology and the Interscience Research Network, Bhubaneswar, India, from April 6 to 7, 2... More
Language: ENGCopyright: 2021 -
Proceedings of Fifth International Congress on Information and Communication Technology: ICICT 2020, London, Volume 2 (Advances in Intelligent Systems and Computing #1184)
This book gathers selected high-quality research papers presented at the Fifth International Congress on Information and Communication Technology, held at Brunel University, London, on February 20–21, 2020. It discusses emerging topics pertaining to information and communication technology (ICT) for... More
Language: ENGCopyright: 2021 -
Proceedings of Fifth International Congress on Information and Communication Technology: ICICT 2020, London, Volume 1 (Advances in Intelligent Systems and Computing #1183)
This book gathers selected high-quality research papers presented at the Fifth International Congress on Information and Communication Technology, held at Brunel University, London, on February 20–21, 2020. It discusses emerging topics pertaining to information and communication technology (ICT) for... More
Language: ENGCopyright: 2021 -
Proceedings of Sixth International Congress on Information and Communication Technology: ICICT 2021, London, Volume 2 (Lecture Notes in Networks and Systems #236)
This book gathers selected high-quality research papers presented at the Sixth International Congress on Information and Communication Technology, held at Brunel University, London, on February 25–26, 2021. It discusses emerging topics pertaining to information and communication technology (ICT) for... More
Language: ENGCopyright: 2022