Linear Network Optimization

Linear Algebra and Linear Models comprises a concise and rigorous introduction to linear algebra required for statistics followed by the basic aspects of the theory of linear estimation and hypothesis

A comprehensive and current introduction to the fundamentals of regression analysisIntroduction to Linear Regression Analysis, 6th Edition is the most comprehensive, fulsome, and current examination of the foundations of linear regression analysis. Fully updated in this new sixth edition, the distinguished authors have included new material on generalized regression techniques and new examples to help the reader understand retain the concepts taught in the book.The new edition focuses on four key areas of improvement over the fifth edition: New exercises and data setsNew material on generalized regression techniquesThe inclusion of JMP software in key areasCarefully condensing the text where possibleIntroduction to Linear Regression Analysis skillfully blends theory and application in both the conventional and less common uses of regression analysis in today's cutting-edge scientific research. The text equips readers to understand the basic principles needed to apply regression model-b

Why downsize when you can OPTIMIZE?"At McDonald’s our focus has always been on providing maximum value to customers through ‘optimal’ quality and tight cost management, which is why Optimization has b

Many problems in the sciences and engineering can be rephrased as optimization problems on matrix search spaces endowed with a so-called manifold structure. This book shows how to exploit the special

Introductory textbook in the important area of network security for undergraduate and graduate students‧ Comprehensively covers fundamental concepts with newer topics such as electronic cash, bit-coin

This book is a standard for a complete description of the methods for unconstrained optimization and the solution ofnonlinear equations....this republication is most welcome and this volume should be

Clearly presented elements of one of the most penetrating concepts in modern mathematics include discussions of fields, vector spaces, homogeneous linear equations, extension fields, polynomials, alg

The link between corporate social responsibility and financial performance in Taiwan：A non-linear approachCognitive complexity, stylistic innovation and performance： A preliminary study of small taiwanese design firmsA bibliometric analysis on emerging technology research and development

The al-Sabah Collection, Kuwait, holds a spectacular array of ancient textiles that were made in Islamic lands and traded along the Silk Road, the network of ancient trade routes that linked China, Ce

At twenty-one years old, product design student Evan Speigel developed the social network Snapchat. Just two years later, he shocked the world by turning down a three-billion-dollar offer from Faceboo

The saga of a city under the rule of a criminal network, and the Neapolitan boys who create their own gangNicolas Fiorillo is a brilliant and ambitious fifteen-year-old from the slums of Naples, eager

Look – anyone who invents something really great has a moment where they think it's going to destroy the world.For the first time in her life, Fin is off the network. A few months ago, she was the inv

Every living thing has two bodies. To be an animal is to be in possession of a physical body, a body which can eat, drink and sleep; it is also to be embedded in a worldwide network of ecosystems. Whe

●Downtown of Kyoto京都市中心街道圖●Kansai Int'l Airport Traffic Network關西機場交通網絡●Kyoto Municipal Subway京都市鐵路●Kyoto Municipal京都市地圖●Kiyomizu-dera清水寺地圖●Rokuonji金閣寺地圖●Arashiyama

On Feb. 21, 2006, the Syrian-born and raised Wafa Sultan gave one of the most provocative interviews ever given by a Muslim woman on the Al Jazeera network. In the middle of the interview she t

With over 100,000 installations, the Snort open-source network instrusion detection system is combined with other free tools to deliver IDS defense to medium - to small-sized companies, changing the t

本書前三章是建築設計繪圖技巧的基礎，同時也提供了二度與三次空間繪圖的基本結構。其後五章，Orthorgraphic and Paraline Drawing、Representational Sketching、Linear Perspective Drawing、Perspective View Development與Light、Shade、and Shadow則是建立圖溝通的重要部分。 徒

本書為Linear Algebra with Applications, Ninth Edition 之中譯本，本書的定位為線性代數基礎課程之教科書，除了介紹線性代數基礎理論外，並引用多項實際案例說明理論之應用。本版以清楚、精確及完整而廣泛的內容，引領學生熟練線性代數理論，並知曉如何應用這些理論。

Discover how to fight plastic and become a #2minutesuperhero.Have you got 2 minutes? That's all the time it takes to become a #2minutesuperhero. Plastic is everywhere. It is in the rivers and it is in the sea. We need superheroes to fight plastic and help save our oceans!Read this essential book and find out how you can become a #2minutesuperhero by completing 50 missions to fight plastic at home, school and on your days out.Informative, practical and positive, this guide for children is written by Martin Dorey, anti-plastic campaigner and author of the bestselling No. More. Plastic. Martin is the founder of the Beach Clean Network and the #2minutebeachclean movement and believes that small actions add up to make a big difference.

本書特色以RecurDyn V9的基本模組-Solid(前後處理器)、Linear(振動分析模組)、Solver(求解器)、STEP(STEP 轉換介面)與進階模組-Gear(齒輪元件模組)、Chain(鏈條分析模組)、Belt(皮帶分析模組)、HM-Track(高速履帶模組)、Flexible(彈性分析模組)、Control (控制分析模組)、MTT3D(送紙機構模組)等為主要撰寫內容，依照多體系統模型在建構時的工作順序加以編排，期使常用的指令格式能夠一目瞭然，以便於本書之初學者或進階使用者的參考與研習。本書以實際的範例檔案來編寫，可以提供使用者之進階應用與相關運用引申。

Discover when, how, where, and why fungi grow in this poetic and illuminating nonfiction picture book in the vein of When the Sky Glows and Animal Architects. Above ground, below ground, all around, fungi grow. They root and fruit and twist and twine everywhere on earth. Some are edible, some are medicinal, some are even poisonous. Step into this book and discover the amazing array of mushrooms and see how they multiply. Learn how fungi heal and help humans. Explore the incredible underground fungal network that helps forests thrive. And so much more!

Coding for kids without a computer--an offline skill-building book for ages 5 to 7 Coding helps kids develop analytical thinking, problem-solving abilities, and beyond In this exciting guide to coding for kids, your child will discover the core concepts of coding through colorful games and activities--without using a computer. These fun challenges can be done right inside the book or with everyday objects to help kids practice the same skills coders use, like writing clear instructions, recognizing patterns, and working efficiently. There's even a place for your beginner to invent their own codes This coding for kids book features: Coding fundamentals--Practice algorithms, loops, conditionals, optimization, debugging, and variables with games that help kids think like a computer programmer. Meet the coder crew--Explore coding for kids with a whole cast of characters, including Al the helper, Pixel the creative expert, Lo the problem-solver, Bug the pattern-spotter, and their robot dog

序言《資料採礦寶典：使用R語言》是一本非常適合資料採礦(數據挖掘)初學者學習的一本教科書，不僅適合大學(本科)生上課使用，也適合研究生或老師進行研究時參考。作者潘文超教授是國際知名果蠅優化算法(Fruit Fly Optimization Algorithm)發明人，撰寫并发表了國際 SSCI,SCI 期刊論文40餘篇，曾經擔任國際知名SCI期刊編輯，對於眾多的資料採礦技術非常熟悉，深感目前市面上

「Super Decisions」為一種功能強大的決策軟體，主要應用於分析網絡程序法(Analytic Network Process; ANP)的相關研究。運用超級矩陣(Supermatrix)將相互依賴的影響程度運算求出，不僅使ANP更貼近人類的思考模式，更讓原本制式化層級架構變成類似「變形蟲」般的複雜網絡，以利研究人員能夠更貼切地描述問題的特性，甚至去思考「先有雞還是先有蛋」等邏輯性問題。

Despite their apparently divergent accounts of higher cognition, cognitive theories based on neural computation and those employing symbolic computation can in fact strengthen one another. To substantiate this controversial claim, this landmark work develops in depth a cognitive architecture based in neural computation but supporting formally explicit higher-level symbolic descriptions, including new grammar formalisms.Detailed studies in both phonology and syntax provide arguments that these grammatical theories and their neural network realizations enable deeper explanations of early acquisition, processing difficulty, cross-linguistic typology, and the possibility of genomically encoding universal principles of grammar. Foundational questions concerning the explanatory status of symbols for central problems such as the unbounded productivity of higher cognition are also given proper treatment.The work is made accessible to scholars in different fields of cognitive science through tu

社會科學研究方法一日千里，傳統上以線性模式來分析社會現象與教育現象的方式，受到不少質疑。近年來，社會科學界為了解決資料結構具有巢套與階層特性，常以階層線性模式（Hierarchical Linear and Nonlinear Models, HLM）或稱為多層次模型來分析，重點在於它更能掌握社會現象與教育現象的真實性，推論能更為準確，因而在企業管理、社會學與心理學運用的分析很多。 本書共分五篇

This graduate-level text gives a self-contained exposition of fundamental topics in equilibrium and nonequilibrium statistical thermodynamics. The text follows a balanced approach between the macroscopic (thermodynamic) and microscopic (statistical) points of view. The first half of the book deals with equilibrium thermodynamics and statistical mechanics. In addition to standard subjects, the reader will find a detailed account of broken symmetries, critical phenomena and the renormalization group, as well as an introduction to numerical methods. The second half of the book is devoted to nonequilibrium phenomena, first following a macroscopic approach, with hydrodynamics as an important example. Kinetic theory receives a thorough treatment through analysis of the Boltzmann-Lorentz model and the Boltzmann equation. The book concludes with general nonequilibrium methods such as linear response, projection method and the Langevin and Fokker-Planck equations, including numerical simulation

此書於2006年6月出版以來，即登上Amazon宗教心靈類的前十名。許多如UCLA School of Medicine 的教授及The Scientific and Medical Network Review 媒體都給予極高的評價，包括以《僧侶與哲學家》一書為台灣讀者所認識的作者馬修‧李卡德也特別推薦。「想要治癒現代生活中常見的注意力渙散問題，本書提供我們一個絕佳的機會。」──丹尼爾‧高曼，《

本書內容涵蓋我所建立的概念圖譜中的核心原理，並結合一系列創新的教學實驗， 逐步闡釋每一項主要概念，並以「視覺理論」——即人眼如何看見物體——作為 出發點。對我而言，此一理論已達到近乎確信的程度。2025 年 12 月在開羅舉行的第二十二屆 Hands-on Science 國際研討會（HSCI2025），成為另一個重要的里程碑。在該會議中，我結識了本次會議的協調人——埃及物理學家暨作家 Emad 博士。他長期致力於科學普及與文學創作。我與他討論將本書翻譯為阿拉伯文的可能性，他不僅欣然同意，亦提出多項寶貴建議，使本書內容更加充實且優美。我也非常榮幸邀請他共同參與本書的撰寫， 藉此體現跨文化合作的深遠價值。此外，Manuel Filipe 教授長期以來以其熱忱、正直與對教育的奉獻，成為國際科學教育的重要引領者，至今已逾二十年。本書在某種程度上，也可視為葡萄牙Hands-on Science Network（HSCI）學術社群長期貢獻的成果之一。對於所有促成此書完成的真誠付出，我由衷表達最深的感謝。

★★ 國內資訊安全經典 ． 暢銷第五版 ★★ 「資訊安全」是一門綜合科學，在學習資訊安全領域上，涵蓋了管理面、策略面、技術面等方向，需要從基礎理論的建立延伸到解決實務應用問題，從數位邊界、管理制度到掌握駭客攻擊手法缺一不可。 主要寫給三種類型的讀者： ◎ 第一種是在大專、技職院校修習資訊安全課程的學生，可以當作教科書或參考書。 ◎ 第二種是從事資訊與資安相關工作的專業人士，透過實務的介紹，對於資訊安全所涵蓋的政策面、管理面以及技術面的問題，能夠有更深入的瞭解。 ◎ 第三種是想要考資訊安全專業證照的讀者，本書提供「Cisco CCST Cybersecurity資訊安全」、「Certiport ITS Network Security網路安全管理核心能力」雙國際認證的模擬試題，可累積資訊安全知識、提升實力，取得國際專業證照。 本書學習架構： 第一篇 資安認知與風險識別 資安威脅來自於系統平台、應用程式的弱點，以及使用者對於資訊安全的認知不足，對於資料的保護、資安事件的處理、惡意程式的發展、社交工程與網路攻擊等事件的威脅，掌握資安風險的來源，以及識別可能帶來的影響與衝擊，都是面對資安的議題時，必須考量的關鍵項目。 第二篇 信任與安全架構 建立使用者的身份認證、授權使用的權限以及建立存取控制的機制，以對應資訊安全架構與設計的原則，從國際標準管理系統到建立安全等級與評估準則，透過密碼學來建立資通訊系統基礎的架構，在網路模型各個不同的階層建立對應的資安防護措施，以提供安全的運作架構。 第三篇 數位邊界與防禦部署 面對強化的駭客與網路攻擊威脅，強化數位邊界與防禦部署的能力，以確保在資安威脅的衝擊下仍能持續運作，熟悉資安設備的角色與能力，將有助於將正確的防禦機制部署在正確的位置，強化多層次的防禦機制，建立網路、系統、端點等防禦的能量，以資安威脅情資建立防禦機制。 第四篇 資安管理與未來挑戰 面對資安的威脅，透過營運管理機制以及資通安全相關的法規，可以建立有效的管理制度，並且參考國際資訊安全組織的發展趨勢，掌握最新的駭侵威脅，對於新型態的攻擊手法，必須涵蓋雲端應用服務、物聯網安全與管理等面向，才能夠面對未來的挑戰。

The term Silk Road has been well-known for many years, but in fact this ancient trade route was not a singular path from East to West. Rather, it was a network of multiple ways that peoples, goods, and cultures spread across the Asian continent and beyond. This book focuses on the Steppe Silk Road, starting with the Hulunbuir Grasslands in today’s Steppe, which stretches through several countries from the Danube to the Ural River.The result of the author’s extensive travels through China, Mongolia, Russia, Kazakhstan, and more, this travelogue presents modern-day experiences together with ancient history. It explores how civilizations of the steppe grasslands evolved over time from a Chinese perspective, along with personal anecdotes and scenic highlights from various trips over the past 47 years. The book provides a window into less-visited regions suitable for intrepid explorers and armchair travelers alike.

Unlock Pathway Codes, Reshape Cancer FightProfessor BENJAMIN YAT-MING YUNG, former Professor in the Department of Pharmacology at Chang Gung University College of Medicine, draws on forty years of accumulated research on NPM1/B23 to present the world's first network model of cancer drug resistance and recurrence pathways.This book breaks free from traditional therapy frameworks, delving into the four major characteristics of cancer to reveal the core pathogenesis of nucleolar imbalance and analyze the regulatory mechanisms of seven key pathway categories. The breakthrough QGCT® deconstructs personalized dysregulated pathways for patients, while providing pathway-based supplement applications and clinical solutions.More than just a popular science introduction to cancer knowledge, it offers patients new directions in precision treatment and provides scientific prevention strategies for health-conscious individuals. By integrating cutting-edge science with personalized care, it transform

ONNX(Open Neural Network Exchange，開放神經網絡交換)是一種開放格式，用於存儲深度神經網絡模型。ONNX 由微軟和Facebook 於2017 年共同推出，旨在促進不同深度學習框架之間的模型交換和互操作性。ONNX 定義了一組與環境和平臺無關的標準格式，使得AI 模型可以在不同的框架和環境下交互使用。經過短短幾年的發展，ONNX 已經成為表示深度學習模型的實際標準。它還支持傳統非神經網絡機器學習模型。ONNX 有望成為整個AI 模型交換的標準。全書包括6 章，分別為ONNX 安裝與使用、ONNX 運行時與應用開發技術、ONNX 各種功能與性能分析、ONNX 數據與操作數優化、ONNX 模型性能與應用、ONNX 創新開發案例分析。本書適合從事AI 算法、軟件、硬件開發的工程師閱讀，也可供科研人員、高校師生、技術管理人員參考使用。

近年來，人工智能在自然語言處理、商務智能、機器人和醫療診斷等眾多領域取得了突破性進展，其中生成式對抗網絡（generative adversarial network , GAN）開創性地使用對抗訓練機制對兩個神經網絡進行訓練，是近年來複雜分布上無監督學習最具前景的方法之一。 本項目以人工智能為出發點，從模型、算法和應用系統等角度較好地研究了GAN的基礎理論和方法，並結合遷移學習、強化學習和大數據技術設計了GAN的一些可行應用案例，闡述了如何通過GAN來實現人工智能，為廣大讀者在人工智能領域的理論學習和專業實踐提供指南。

──2024美國聯盟年度MVP燙金紀念版──各項攻擊指數更上一層樓的2024賽季亞倫．賈吉（Aaron Judge）成為全票認證的年度最有價值球員然而62轟的賽季被永久典藏在所有球迷的記憶裡非洋基迷，也難忘偉大紀錄的追逐新球季開啟之前，再銘記一次浪漫的豪賭之後，承載歷史重量的每一打席，成就了後人反覆談論的史詩賽季，洋基隊長——賈吉的時代，揭開序幕。☆ 2025全新審訂版☆ 破紀錄旅程、數據與歷史並行的文字實況！紐約洋基隊長—亞倫．賈吉載入史冊的歷程；資深洋基隊隨隊記者最貼近、第一手報導大聯盟史上最偉大的賽季之一。————美國棒球界高度盛讚————「沒有人比霍克更了解一切的內幕。這是值得珍藏的好書。」——洋基傳奇球評 蘇西．沃德曼（Suzyn Waldman／二○二二年獲選為廣播名人堂成員）＆「亞倫．賈吉的二○二二年球季轟出六十二發全壘打，是棒球史上重要的一年，百年難得一見。洋基隊隨隊記者布萊恩・霍克詳實記錄了這一切，世界上沒有人比他更適合寫這本書。」——比爾．麥登（Bill Madden／知名棒球作家、二○一○年美國棒球名人堂年度最佳棒球寫作、J.G. 泰勒・史賓克獎得主）＆「這是亞倫．賈吉應得的，一部細細刻畫、內容豐富，挑戰歷史里程碑的故事。」——泰勒．坎普納（Tyler Kepner／《紐約時報》棒球專欄作家、棒球作家）＆「一部擁有豐富細節的作品，對於追逐偉大紀錄的深入觀察，拋開成見，所有棒球迷都會愛上這本書。」——湯姆．維杜奇（Tom Verducci／暢銷作家、FOX、MLB Network電視台分析師）＆「我有榮幸在電視上轉播亞倫．賈吉的六十二轟中大多數的全壘打。而霍克則是從球員休息室裡記錄了追逐歷史的點點滴滴。」——麥可．凱（Michael Kay／紐約洋基轉播單位YES Network球賽主播）＆「亞倫．賈吉打破單季全壘打紀錄，是我此生看過最強的打者成就。這本書會鉅細靡遺地告訴你發生了什麼事情。」——蓋瑞．柯爾（Gerrit Cole／紐約洋基隊王牌投手、大聯盟投手最高榮譽賽揚獎得主）＆「霍克觀察入微且分析深入，從各個角度完美記錄了亞倫．賈吉的故事。」——馬帝．艾波（Marty Appel／紐約洋基隊歷史學家、棒球作家）＆「豐富的細節引出精彩的觀點，不僅描述了賈吉成為明星的歷程，更有他如何躋身洋基偉人之列。」——肯．羅森索（Ken Rosenthal／

如果你是-- # 首次應試但不知從何下手 # 想打好基礎為未來做準備 # 只剩 30 天備考時間緊湊 # 在職場上想爭取外語機會 TOEIC已是企業甄選人才重要指標，報考人數逐年攀升，擁有亮眼的多益成績，不僅是求職與升遷的加分項，更是提升自我競爭力的關鍵。要學多少單字才夠呢？數字不是問題，關鍵在於有沒有選對，掌握多益測驗中實用商業英語字彙，讓您迎向金色證書，面對挑戰時更不受侷限，於人生舞台上發光發熱。 那麼，要如何高效準備多益測驗呢？ ? 從字彙開始建立多益高分基礎 將多益高頻單字系統分類，在主題下（例如人事）細分多種日常情境（徵聘人員 / 就業 / 升遷），囊括職場必學單字與生活字彙，職場應對運用自如，考試得分無往不利！ ? 量身打造考前 30 天衝刺計畫 有效率吸收全書內容，每日學習約50個單字，每2-3天一回測驗，四週即能有效掌握1200黃金字彙，從容應戰多益測驗！ ? 學習多益測驗最常使用的字義 英語字彙最令人頭疼的就是「一字多義」，常見字network「網路」，當動詞使用時也有「建立人脈」的意思： Conferences offer working professionals a great opportunity to network. 研討會提供在職的專業人員 network 的絕佳機會。 還有意思常見為「收養」的 adopt（採用、採納建議）、「大學迎新日」/「傾向」的 orientation（職前培訓）等，符合多益測驗設計，有效精準學習。 本書編排 ● 設計遮住中文字義：回想是最強大學習方式，沿虛線遮住中文，確認學會單字。 ● 中文例句保留原文：閱讀中譯時能夠腦袋自然帶出該字的意思，學習效果加倍。 ● 記錄單字學習過程：單字前附方框，測驗後答對打?，需複習打?，全方面學習。 ● 單字與例句全錄音：例句由母語人士寫成與錄音，可讀可聽好複習，增進字彙力。 ★ 開啟以下網址，點擊說明欄中的「資源下載」，即可下載全書音檔！

During the nineteenth century, the transpacific world underwent profound transformation, due to the transition from sail to steam navigation that was accompanied by a concomitant reconfiguration of power. This book explores the ways in which diverse Mexican, British, Chinese, and Japanese interests participated, particularly during Porfirio Díaz’s presidency at the peak of Mexico’s participation in the steam network: from its 1860s outset through a time of many revolutionary changes ending with the World War, the Mexican Revolution, the opening of the Panama Canal, and the introduction of a new maritime technology based on vessels run by oil. These transoceanic exchanges, generated within these new geographies of power, contributed not only to the formation of a transpacific region but also to refashioning the Mexican national imaginary. With transnationalism, global and migration studies as its main framework, this study draws upon a dazzling array of primary sources to center Mexico’

#1 NEW YORK TIMES BESTSELLER • From the author of Sapiens comes the groundbreaking story of how information networks have made, and unmade, our world.“Striking original . . . A historian whose arguments operate on the scale of millennia has managed to capture the zeitgeist perfectly.”—The Economist“This deeply important book comes at a critical time as we all think through the implications of AI and automated content production. . . . Masterful and provocative.”—Mustafa Suleyman, author of The Coming WaveFor the last 100,000 years, we Sapiens have accumulated enormous power. But despite all our discoveries, inventions, and conquests, we now find ourselves in an existential crisis. The world is on the verge of ecological collapse. Misinformation abounds. And we are rushing headlong into the age of AI—a new information network that threatens to annihilate us. For all that we have accomplished, why are we so self-destructive?Nexus looks through the long lens of human history to consider h

It’s a bird! It’s a plane! It’s—wait, it really IS a bird! Take another look, because what looks like an ordinary pigeon might just be a hero saving your butt! Don't miss this hilarious illustrated series perfect for fans of DOG MAN.With the Real Pigeons World Wild Network, more pigeons are fighting crime than ever before! But that doesn't mean the squad can rest. There are still thieves to catch and endangered birds to protect! But what will the Real Pigeons do when they find a traitor in their own nest?!Series Overview: Real Pigeons Paperback Pub PlanSPRING 2022 (March): #1 Real Pigeons Fight Crime & #2 Real Pigeons Eat Danger SPRING 2023 (January): #3 Real Pigeons Nest Hard FALL 2023 (September): #4 Real Pigeons Splash Back SUMMER 2024 (May): #5 Real Pigeons Peck Punches

Travel through time to the world of the dinosaurs in this exciting prehistoric fiction series for children. Jamie has just moved to Ammonite Bay, a stretch of coastline famous for its fossils. Jamie is a member of the Dinosaur Club--a network of kids around the world who love all things prehistoric. Jamie takes his tablet everywhere just in case he needs to contact the Club. Jamie is exploring Ammonite Bay when he meets Tess, a member of Dinosaur Club who lives in Ammonite Bay too. Tess shows Jamie her favorite place--a secret cave with fossils all over the walls. They go through a tunnel at the back and discover some dinosaur footprints. When they walk along them, the two new friends find themselves back in the time of the dinosaurs! It's amazing, but dangerous, too--they'll need help from Dinosaur Club... In this fun, action-packed adventure, Jamie, and Tess go face to face with the sturdy Ankylosaurus (ANK-ill-oh-SORE-us)--a herbivore that was built like a tank, and could fight like