Adaptation, Learning, and Optimization – serie
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53 produkter
Memetic Computation
The Mainspring of Knowledge Transfer in a Data-Driven Optimization Era
Av Abhishek Gupta, Yew-Soon Ong
Inbunden, 2019
1643 kr
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This book bridges the widening gap between two crucial constituents of computational intelligence: the rapidly advancing technologies of machine learning in the digital information age, and the relatively slow-moving field of general-purpose search and optimization algorithms. With this in mind, …
Computational Intelligence in Sports
Av Iztok Fister, Iztok Fister Jr. m. fl.
Inbunden, 2019
1243 kr
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This book presents recent research on computational intelligence (CI) algorithms in the field of sport. In the modern age, information technologies have greatly reduced the need for human effort in the carrying out of many daily tasks. These technologies have radically influenced the lives of …
Brain Storm Optimization Algorithms
Concepts, Principles and Applications
Inbunden, 2019
1131 kr
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Brain Storm Optimization (BSO) algorithms are a new kind of swarm intelligence method, which is based on the collective behavior of human beings, i.e., on the brainstorming process. Since the introduction of BSO algorithms in 2011, many studies on them have been conducted. They not only offer an …
Brain Storm Optimization Algorithms
Concepts, Principles and Applications
Häftad, 2020
1131 kr
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Brain Storm Optimization (BSO) algorithms are a new kind of swarm intelligence method, which is based on the collective behavior of human beings, i.e., on the brainstorming process. Since the introduction of BSO algorithms in 2011, many studies on them have been conducted. They not only offer an …
Genetic Programming for Image Classification
An Automated Approach to Feature Learning
Inbunden, 2021
1693 kr
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This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to …
Genetic Programming for Image Classification
An Automated Approach to Feature Learning
Häftad, 2022
1693 kr
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This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to …
Optinformatics in Evolutionary Learning and Optimization
Av Liang Feng, Yaqing Hou m. fl.
Inbunden, 2021
1131 kr
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This book provides readers the recent algorithmic advances towards realizing the notion of optinformatics in evolutionary learning and optimization. The book also provides readers a variety of practical applications, including inter-domain learning in vehicle route planning, data-driven techniques …
Optinformatics in Evolutionary Learning and Optimization
Av Liang Feng, Yaqing Hou m. fl.
Häftad, 2022
1131 kr
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This book provides readers the recent algorithmic advances towards realizing the notion of optinformatics in evolutionary learning and optimization. The book also provides readers a variety of practical applications, including inter-domain learning in vehicle route planning, data-driven techniques …
Evolutionary and Memetic Computing for Project Portfolio Selection and Scheduling
Av Kyle Robert Harrison, Saber Elsayed m. fl.
Inbunden, 2021
1693 kr
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This book consists of eight chapters, authored by distinguished researchers and practitioners, that highlight the state of the art and recent trends in addressing the project portfolio selection and scheduling problem (PPSSP) across a variety of domains, particularly defense, social programs, …
Evolutionary and Memetic Computing for Project Portfolio Selection and Scheduling
Av Kyle Robert Harrison, Saber Elsayed m. fl.
Häftad, 2022
1693 kr
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This book consists of eight chapters, authored by distinguished researchers and practitioners, that highlight the state of the art and recent trends in addressing the project portfolio selection and scheduling problem (PPSSP) across a variety of domains, particularly defense, social programs, …
Federated and Transfer Learning
Av Roozbeh Razavi-Far, Boyu Wang m. fl.
Inbunden, 2022
1805 kr
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This book provides a collection of recent research works on learning from decentralized data, transferring information from one domain to another, and addressing theoretical issues on improving the privacy and incentive factors of federated learning as well as its connection with transfer learning …
Federated and Transfer Learning
Av Roozbeh Razavi-Far, Boyu Wang m. fl.
Häftad, 2023
1805 kr
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This book provides a collection of recent research works on learning from decentralized data, transferring information from one domain to another, and addressing theoretical issues on improving the privacy and incentive factors of federated learning as well as its connection with transfer learning …
Advances in Artificial Intelligence: Efficiency, Reliability, and Innovations in Machine Learning to Healthcare, and Blockchain
Av Jingfeng Zhang, Joey Zhou m. fl.
Inbunden, 2026
1975 kr
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Artificial intelligence is transforming the way we live, work, and heal. But true progress depends on more than raw power—it requires systems that are efficient, reliable, and trustworthy.Advances in Artificial Intelligence: Efficiency, Reliability, and Innovations in Machine Learning, Healthcare, …
Extreme Learning Machines 2013: Algorithms and Applications
Av Fuchen Sun, Kar-Ann Toh m. fl.
Inbunden, 2014
1131 kr
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In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions. An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer …
Self-Sufficiency of an Autonomous Reconfigurable Modular Robotic Organism
Inbunden, 2014
1098 kr
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This book describes how the principle of self-sufficiency can be applied to a reconfigurable modular robotic organism. It shows the design considerations for a novel REPLICATOR robotic platform, both hardware and software, featuring the behavioral characteristics of social insect colonies. …
Adaptation and Hybridization in Computational Intelligence
Av Iztok Fister, Iztok Fister Jr.
Inbunden, 2015
1131 kr
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This carefully edited book takes a walk through recent advances in adaptation and hybridization in the Computational Intelligence (CI) domain. It consists of ten chapters that are divided into three parts. The first part illustrates background information and provides some theoretical foundation …
Computational Intelligence for Big Data Analysis
Frontier Advances and Applications
Av D.P. Acharjya, Satchidananda Dehuri m. fl.
Inbunden, 2015
1131 kr
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The work presented in this book is a combination of theoretical advancements of big data analysis, cloud computing, and their potential applications in scientific computing. The theoretical advancements are supported with illustrative examples and its applications in handling real life problems. …
Extreme Learning Machines 2013: Algorithms and Applications
Av Fuchen Sun, Kar-Ann Toh m. fl.
Häftad, 2016
1131 kr
Lägg i varukorg
In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions. An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer …
Adaptation and Hybridization in Computational Intelligence
Av Iztok Fister, Iztok Fister Jr.
Häftad, 2016
1131 kr
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This carefully edited book takes a walk through recent advances in adaptation and hybridization in the Computational Intelligence (CI) domain. It consists of ten chapters that are divided into three parts. The first part illustrates background information and provides some theoretical foundation …
Computational Intelligence for Big Data Analysis
Frontier Advances and Applications
Av D.P. Acharjya, Satchidananda Dehuri m. fl.
Häftad, 2016
1131 kr
Lägg i varukorg
The work presented in this book is a combination of theoretical advancements of big data analysis, cloud computing, and their potential applications in scientific computing. The theoretical advancements are supported with illustrative examples and its applications in handling real life problems. …
Self-Sufficiency of an Autonomous Reconfigurable Modular Robotic Organism
Häftad, 2016
1098 kr
Lägg i varukorg
This book describes how the principle of self-sufficiency can be applied to a reconfigurable modular robotic organism. It shows the design considerations for a novel REPLICATOR robotic platform, both hardware and software, featuring the behavioral characteristics of social insect colonies. …
Recent Advances in Evolutionary Multi-objective Optimization
Av Slim Bechikh, Rituparna Datta m. fl.
Inbunden, 2016
1131 kr
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This book covers the most recent advances in the field of evolutionary multiobjective optimization. With the aim of drawing the attention of up-and coming scientists towards exciting prospects at the forefront of computational intelligence, the authors have made an effort to ensure that the ideas …
Recent Advances in Evolutionary Multi-objective Optimization
Av Slim Bechikh, Rituparna Datta m. fl.
Häftad, 2018
1131 kr
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This book covers the most recent advances in the field of evolutionary multiobjective optimization. With the aim of drawing the attention of up-and coming scientists towards exciting prospects at the forefront of computational intelligence, the authors have made an effort to ensure that the ideas …
Adaptive Differential Evolution
A Robust Approach to Multimodal Problem Optimization
Av Jingqiao Zhang, Arthur C. Sanderson
Inbunden, 2009
1098 kr
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I ?rst met Jingqiao when he had just commenced his PhD research in evolutionary algorithms with Arthur Sanderson at Rensselaer. Jingqiao's goals then were the investigation and development of a novel class of se- adaptivedi?erentialevolutionalgorithms,later calledJADE. I had remarked to Jingqiao …
Unified Computational Intelligence for Complex Systems
Av John Seiffertt, Donald C. Wunsch
Inbunden, 2010
1098 kr
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Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality …
Computational Intelligence in Expensive Optimization Problems
Inbunden, 2010
3280 kr
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In modern science and engineering, laboratory experiments are replaced by high fidelity and computationally expensive simulations. Using such simulations reduces costs and shortens development times but introduces new challenges to design optimization process. Examples of such challenges include …
Computational Intelligence in Optimization
Applications and Implementations
Inbunden, 2010
2407 kr
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Optimization is an integral part to science and engineering. Most real-world applications involve complex optimization processes, which are di?cult to solve without advanced computational tools. With the increasing challenges of ful?lling optimization goals of current applications there is a strong …
Exploitation of Linkage Learning in Evolutionary Algorithms
Inbunden, 2010
1098 kr
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One major branch of enhancing the performance of evolutionary algorithms is the exploitation of linkage learning. This monograph aims to capture the recent progress of linkage learning, by compiling a series of focused technical chapters to keep abreast of the developments and trends in the area of …
Differential Evolution in Electromagnetics
Av Anyong Qing, Ching Kwang Lee
Inbunden, 2010
1098 kr
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Differential evolution has proven itself a very simple while very powerful stochastic global optimizer. It has been applied to solve problems in many scientific and engineering fields. This book focuses on applications of differential evolution in electromagnetics to showcase its achievement and …
Agent-Based Evolutionary Search
Av Ruhul A. Sarker, Tapabrata Ray
Inbunden, 2010
1098 kr
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Agent based evolutionary search is an emerging paradigm in computational int- ligence offering the potential to conceptualize and solve a variety of complex problems such as currency trading, production planning, disaster response m- agement, business process management etc. There has been a …
