Soft Computing Based Modeling in Intelligent Systems

首先從移動邊緣計算產生的背景及歷史出發，闡述移動邊緣計算的基本概念，並結合5G網路發展及運營商轉型的現狀，探討移動邊緣計算的發展方向；接著講述與移動邊緣計算相關的關鍵使能技術；然後對移動邊緣計算的部署場景及應用實例進行總結，並給出相關產業及標準的進展情況；描述英特爾公司針對移動邊緣計算發佈的網路邊緣虛擬化開發套件。

聯盟的穩定性是聯盟博弈中一個重要的概念。傳統的聯盟博弈理論是假設每一個代理人的偏好都是公開的，但是在實際應用中，不少軟件代理人的應用系統並不符合這個前提，他們往往是擁有私人信念的個體，因此他們不是按照全體代理人擁有的共同信念來行動的。針對以上問題，本書對傳統的穩定性概念中的“核”概念進行擴充，提出一套新的概念，分析帶有不確定性並且以信念為基礎的聯盟的穩定性，並展示這套新概念如何應用於一類新的聯盟博

本書從基本概念、設計方法和應用實例三個方面入手，系統全面地介紹了嵌入式系統、信息物理系統、物聯網、普適計算等方面的基礎知識和基本原理，並介紹了信息物聯網融合系統在數字製造/工業4.0方面的應用場景和社會影響。本書既可以作為相關專業高年級本科生和研究生的教材，也適用於相關領域的學者和工業界人士。

This book provides a series of gesture and behavior recognition methods based on multimodal datarepresentation. The data modalities include image data and skeleton data, and the modeling methods includetraditional codebook, topological graph, and LSTM architectures. The tasks include single gesture recognitionclassification, single action recognition classification, continuous gesture classification, complex behaviorclassification of human interaction and other tasks of different complexity. This book focuses on the dataprocessing methods of each modality, and the modeling methods for different tasks. We hope the reader canlearn basic gesture and action recognition methods from this book, and develop a model system that suits theirneeds on this basis. This book can be used as a textbook for graduate, postgraduate and PhD students majoring in computerscience, automation, etc. It can also be used as a reference for the reader who is interested in gesturerecognition, human action inter

In this book, the thermal and airflow processes of stratified air distribution (STRAD) systems are experimentally and numerically illustrated. The applications of STRAD systems with separate locations of return and exhaust grilles in three different spaces, namely office space with low ceiling level (lower than 3 m), high space with middle ceiling height (5 m) and large space with very high ceiling level (8 m), were numerically investigated with regard to both thermal comfort and energy saving. Several crucial design parameters for STRAD systems were studied, including the locations of diffusers, the occupied zone cooling load that will be used to determine the required supply air flow rate, and the cooling coil load that will be used to determine the equipment size, and significant results were obtained. Based on the findings in this book, special considerations are also suggested to consultant engineers when designing a STRAD system.

This book systematically explores carbon nitride-based semiconductors for photocatalytic hydrogen production through water splitting. Beginning with fundamental concepts of hydrogen generation, it details modifications to pure g-C3N4 and interfacial engineering designs before examining various composite materials: CeO2/g-C3N4 nanocomposites demonstrate enhanced charge separation, while CoO nanoparticle integration improves visible-light absorption. The text analyzes N-doped ZnO/g-C3N4 heterojunctions, MnO2-loaded architectures for oxidative stability, and oxygen-deficient LaVO4/g-C3N4 systems. Advanced configurations include Co-C3N4/BiPO4 dual-cocatalysts, atomically dispersed Co-N4 sites in 2D frameworks, and B/P-doped variants for bandgap modulation, concluding with molten-salt synthesized Fe@C3N4 nanosheets. Each system's synthesis, characterization, mechanistic pathways, and hydrogen evolution performance are rigorously evaluated, culminating in forward-looking perspectives for nex