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Hyper-Heuristics: Theory and Applications
This introduction to the field of hyper-heuristics presents the required foundations and tools and illustrates some of their applications. The authors organized the 13 chapters into three parts. The first, hyper-heuristic fundamentals and theory, provides an overview of selection constructive, selection perturbative, generation constructive and generation perturbative hyper-heuristics, and then a formal definition of hyper-heuristics. The chapters in the second part of the book examine applications of hyper-heuristics in vehicle routing, nurse rostering, packing and examination timetabling. The third part of the book presents advanced topics and then a summary of the field and future research directions. Finally the appendices offer details of the HyFlex framework and the EvoHyp toolkit, and then the definition, problem model and constraints for the most tested combinatorial optimization problems. The book will be of value to graduate students, researchers, and practitioners.
Automated Design of Machine Learning and Search Algorithms
This book presents recent advances in automated machine learning (AutoML) and automated algorithm design and indicates the future directions in this fast-developing area. Methods have been developed to automate the design of neural networks, heuristics and metaheuristics using techniques such as metaheuristics, statistical techniques, machine learning and hyper-heuristics. The book first defines the field of automated design, distinguishing it from the similar but different topics of automated algorithm configuration and automated algorithm selection. The chapters report on the current state of the art by experts in the field and include reviews of AutoML and automated design of search, theo...
BIOTECHNOLOGY - Volume XII
This Encyclopedia of Biotechnology is a component of the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. Biotechnology draws on the pure biological sciences (genetics, animal cell culture, molecular biology, microbiology, biochemistry, embryology, cell biology) and in many instances is also dependent on knowledge and methods from outside the sphere of biology (chemical engineering, bioprocess engineering, information technology, biorobotics). This 15-volume set contains several chapters, each of size 5000-30000 words, with perspectives, applications and extensive illustrations. It carries state-of-the-art knowledge in the field and is aimed, by virtue of the several applications, at the following five major target audiences: University and College Students, Educators, Professional Practitioners, Research Personnel and Policy Analysts, Managers, and Decision Makers and NGOs.
Lifelong Learning, Young Adults and the Challenges of Disadvantage in Europe
This open access book challenges international policy ‘groupthink’ about lifelong learning. Adult learning – too long a servant of business competitiveness – should be reimagined as central to democratic society. Young adults, especially from disadvantaged backgrounds, engage more in education and training, and learn more day-to-day at work, if provision is democratically organised and based on enduring and inclusive institutional networks, and when jobs encourage and reward the acquisition of skills. Using innovative qualitative and quantitative methods, the contributors develop a critical perspective on dominant policies, investigating – across the European Union and Australia â€...
Applications and Innovations in Intelligent Systems XVI
Swallowing sound recognition is an important task in bioengineering that could be employed in systems for automated swallowing assessment and diagnosis of abnormally high rate of swallowing (aerophagia) [1], which is the primary mode of ingesting excessive amounts of air, and swallowing dysfunction (dysphagia) [2]-[5], that may lead to aspiration, choking, and even death. Dysphagia represents a major problem in rehabilitation of stroke and head injury patients. In current clinical practice videofluoroscopic swallow study (VFSS) is the gold standard for diagnosis of swallowing disorders. However, VFSS is a ti- consuming procedure performed only in a clinical setting. VFSS also results in some radiation exposure. Therefore, various non-invasive methods are proposed for swallowing assessment based on evaluation of swallowing signals, recorded by microphones and/or accelerometers and analyzed by digital signal processing techniques [2]-[5]. Swallowing sounds are caused by a bolus passing through pharynx. It is possible to use swallowing sounds to determine pharyngeal phase of the swallow and characteristics of the bolus [2].
Fusion of East and West
In Fusion of East and West, Limin Bai presents a major work in the English language that focuses on Chinese textbooks and the education of children for a new China in a critical transitional period, 1902–1915. This study examines the life and work of Wang Hengtong (1868–1928), a Chinese Christian educator, and other Christian and secular writings through a historical and comparative lens and against the backdrop of the socio-political, ideological, and intellectual frameworks of the time. By doing so, it offers a fresh perspective on the significant connection between Christian education, Chinese Christian educators and the birth of a modern educational system. It unravels a cross-cultural process whereby missionary education and the Chinese education system were mutually re-shaped.
Chinese Maritime Cases
This book selects leading, innovative and influential Chinese maritime judgments and presents full translation of them, with brief summary, to the readers so that they can have insights of how the Chinese maritime judges interpret, apply and develop Chinese maritime law in practice. China trades with other states in trillions of USD every year, and about 95% of the cargoes are carried by ocean-going ships calling at hundreds of Chinese ports each single day. Due to the enormous and steadily growing trade volume and shipping activities, foreign ships, companies and persons are often caught by the Chinese maritime law and court. The parties involved and their lawyers are more than ever enthusi...
