Sequences and Numbers: The Formation and Evolution of the Concept of Number

Author: FENG Qi


Date of publication:2023.07.01

This book is a treatise in mathematical philosophy, addressing fundamental ontological and epistemological issues related to natural numbers. Starting from the phenomenon of order in the natural world and integrating the wisdom of ancient Chinese predecessors in applying order, this book attempts to illustrate how this almost ubiquitous “ordered structure” is the source of human understanding derived from life experiences like the widely seen “geometric structure.” It argues that the understanding of natural numbers and their arithmetic principles, also like the understanding of geometric knowledge, stems from the perception of the objective world. The book strives to use rigorous mathematical methods to demonstrate the natural and typical path of the concept of natural numbers to be abstr...

And Then There is Brightness:400 years of scientific exploration from 1543 to 1957

Author: WANG You


Date of publication:2023.07.01

The author is like a “storyteller” of humans’ scientific exploration over 400 years, narrating the course of scientific development since Copernicus published his accurately and elegantly written On the Revolutions of the Heavenly Spheres, showcasing the glorious achievements of mankind, the vivid stories of science, how the modern scientific edifice was established, and the historical inevitability of the development of science. The book explores the nature of the scientific spirit and the forces that drive science. Meanwhile, it also introduces math, physics, chemistry, and biology. This book is characterized by its trustworthy historical materials, coherent ideas, and vivid narration, vividly portraying the grand history of humanity’s four centuries of scientific exploration.

Resource Management for Cloud-Edge Computing

Author: CHEN Xing, LIN Bin, CHEN Zheyi


Date of publication:2023.07.01

With the rapid development of communication technology, hardware technology, and the widespread application of mobile devices, resource management issues in cloud computing and edge computing have aroused much concern in both the industry and academic community. To satisfy relevant researchers’ needs for reference, the authors have compiled Resource Management for Cloud-Edge Computing. This book primarily introduces theories and research related to resource management for cloud-edge collaborative, helping readers understand the issues and solutions for resource management for cloud-edge collaboration. Resource Management for Cloud-Edge Computing presents the following theories, technologies, and applications: cloud computing, edge computing, cloud-edge collaboration, resource management en...

Deep Reinforcement Learning – Collaborative Adaptive Scheduling Theory and Application of Task and Virtual Resources in Cloud Computing

Author: PENG Zhiping


Date of publication:2023.07.01

This book focuses on two key steps in the execution process of cloud workflows: cloud workflow task assignment and virtual resource provisioning. It investigates the theoretical problems, key technologies, and methods for collaborative, adaptive multi-workflow scheduling in a cloud computing environment with containers as a new type of virtualization unit. This aims to balance the interests of both cloud service supply and demand sides while ensuring the fulfillment of user service level agreements. The research team of this book has long been engaged in foundational theoretical and applied research in fields such as key technologies of cloud computing, machine learning algorithms, and multi-agent systems.

Power of Matrix

Author: JIANG Weisheng


Date of publication:2023.06.01

Data science and machine learning have deeply integrated into various aspects of our lives, and mathematics is the key to unlocking the door to the future. Not everyone is born with a good hand, but mastering "mathematics + programming + machine learning" is definitely a trump card. This time, learning mathematics is no longer just for exams, grades, or further education, but an investment in time, self-realization, and future-oriented. In order to make everyone learn and even fall in love with mathematics, the author of this book series tries to overcome the various drawbacks of traditional mathematical textbooks, making the learning process interesting, understandable, thought-provoking, more confident, and applicable. The book series is divided into three main sections: programming, ma...

Quantum AI

Author: JIN Xianmin, HU Junjie


Date of publication:2023.06.01

This book is designed to build quantum AI applications in a way that is friendly to deep learning enthusiasts. The book consists of 13 chapters. Chapters 1 and 2 systematically introduce the development processes of quantum computers and the basics of quantum computing programming. Chapters 3 to 7 cover various deep learning methods and ways to construct quantum-inspired algorithms on these algorithm logics, utilizing phases in quantum circuits as learnable parameters for neural networks and reconstructing them into quantum neural network operators. Chapters 8 and 9 delve into advanced quantum AI knowledge, explaining feasible evaluation methods for different quantum algorithms and the operationalization of quantum neural networks based on Torch.Script. Chapters 10 to 13 introduce possible...
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