Parallel Genetic Algorithms

This Brief presents a study of SAX/GA, an algorithm to optimize market trading strategies, to understand how the sequential implementation of SAX/GA and genetic operators work to optimize po

This detailed guide explores the historical development of algorithms and how they are used as a way of teaching computers to work through problems. Named for Persian mathematician Muhammad ibn Musa a

A comprehensive overview of OpenMP, the standard application programming interface for shared memory parallel computing—a reference for students and professionals.

This is an introduction to the field of efficient parallel algorithms and to the techniques for efficient parallelisation. It is self-contained and presumes no special knowledge of parallel computers or particular mathematics. The book emphasises designing algorithms within the timeless and abstracted context of a high-level programming language rather than within highly specific computer architectures. This is an approach which concentrates on the essence of algorithmic theory, determining and taking advantage of the inherently parallel nature of certain types of problem. The authors present regularly-used techniques and a range of algorithms which includes some of the more celebrated and well-known. Efficient Parallel Algorithms is targeted at non-specialists who are considering entering the field of parallel algorithms. It will be particularly useful for courses aimed at advanced undergraduate or new postgraduate students of computer science and mathematics.

Genetic Algorithms in Java is an applied approach to learning and solving problems using genetic algorithms, with working projects and solutions written in the Java programming language. This book wil

Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorithms, are applicable to many hard optimiza

This book offers a basic introduction to genetic algorithms. It provides a detailed explanation of genetic algorithm concepts and examines numerous genetic algorithm optimization problems. In addition

Parallel Algorithms for Regular Architectures is the first book to concentrate exclusively on algorithms and paradigms for programming parallel computers such as the hypercube, mesh, pyramid, and mesh

探討如何將電腦科學中的演算法原理應用到日常生活與人類決策中。作者結合心理學、認知科學與計算機科學，說明演算法不僅是電腦解題的工具，更是我們在面對生活難題時可借鑑的思考模型。本書涵蓋多種實用議題，透過演算法的視角來處理生活中的決策與權衡，例如：➤最佳停下時機（Optimal Stopping）：如何判斷在眾多選項中何時停止尋找並做出決定，如招聘或約會。➤探索與利用的平衡（Explore-Exploit Trade-off）：何時探索新機會，何時利用已知資源。➤排序與組織：提升查找效率的策略。➤快取管理：如何在有限記憶空間中有效保留重要資訊。➤工作排程與切換成本：如何管理多任務與優先順序。➤貝氏定理（Bayes's Rule）：結合先驗知識與新資訊做出推論。➤放寬問題限制：在無解或計算困難的情況下，尋求「夠好」的近似解。➤隨機性與資源管理：利用隨機策略在不確定環境下取得良好結果。➤網絡與遊戲理論：理解互動系統與多方利益的決策動態。書中強調，雖然演算法能為複雜問題提供指導，但現實生活中決策仍存在不確定性和失敗風險。重要的是採用合理的策略來面對時間與資源限制，並學習在不完美中作出最佳抉擇。該書還指出，人類在面對計算難題時，常能透過直覺和簡化模型達成驚人的表現。此書獲得廣泛好評，被譽為一本能讓人重新認識「演算法」不僅屬於科技領域，更是生活智慧的指導手冊。A fascinating exploration of how computer algorithms can be applied to our everyday lives. What should we do, or leave undone, in a day or a lifetime? Exploring how insights from computer algorithms can be applied to our everyday lives, 'Algorithms To Live By' helps to solve common decision-making problems and illuminate the workings of the human mind. When should you switch between different tasks, and how many tas

GPU-based Parallel Implementation of Swarm Intelligence Algorithms combines and covers two emerging areas attracting increased attention and applications: graphics processing units (GPUs) for general-

Recent research results in the area of parallel algorithms for problem solving, search, natural language parsing, and computer vision, are brought together in this book. The research reported demonstr

Syaman Rapongan—one of the Indigenous Tao people of Orchid Island near Taiwan—calls himself an “ocean writer.” His works blend Tao folklore and accounts of maritime life with keen critique of the social, psychological, and ecological harms of colonialism. Eyes of the Ocean is his literary autobiography, both a powerful story of survival in a settler state and a masterful portrait of the Indigenous artist as a young man.In colloquial and vivid prose, Syaman Rapongan depicts Tao beliefs in ghosts, practices of exorcism, and the parallel worlds that exist alongside the human realm. He recounts his difficulties speaking Mandarin in school, his experiences of racial discrimination and exploitation in Taipei, and his decision to return to Orchid Island to rediscover his cultural heritage, as well as his travels to visit other Indigenous artists in places such as Greenland. Eyes of the Ocean also tells the story of Syaman Rapongan’s formation as a writer, a practitioner of a genre of his own

This commentary on the Analects will bring you back in time to meet the Sage whose teachings on benevolence and integrity are deeply infused within the Chinese culture。 Confucius’ students included political advisors，military strategists，educators，businessmen，philosophers，warlords，and kings。 How could he possibly teach his way so calmly and gracefully through states and kingdoms of hegemons vying for regional power？ Who was this man！？ This is a book by two masters，one ancient and one contemporary，both enigmatic。 The lives of Confucius and Master Nan Huai-Chin (Nan Huaijin)，in many ways，parallel each other。 Both lived through tumultuous times，both had to leave their home state and wander only to return in old age to their birthplace。 They were teachers，learned in many fields and arts and in life itself，but not scholars in the traditional sense；rather，they were masters of all they engaged in。 They had students from all walks of life，were advisors of statesmen of all ranks and were flan

Ari Avatar is just your average Roblox kid living in a blocky world! Battle monsters and avoid disasters in a Roblox world -- all through the eyes of Ari and his friends. Diary of a Roblox Pro is a must-read for any kid who loves to game!Ari and his friends have discovered a portal to a parallel universe. And Ari is shocked to find that in this world, he's a millionaire! With a butler, dragon pets, and all the candy he could possibly eat, why would Ari ever want to go back home? Or is there something more threatening in this universe that Ari can't see?Join Ari and his friends on the seventh unofficial Diary of a Roblox Pro adventure!

From legendary storyteller Stephen King, comes this No. 1 Sunday Times bestseller, now with a stunning new cover look for Summer 2024.WELCOME TO THE DARK SIDE OF HAPPILY EVER AFTERCharlie Reade looks like a regular high school kid, great at baseball and football, a decent student.But when Charlie is seventeen, he meets a dog named Radar and her aging master, Howard Bowditch, a recluse in a big house at the top of a big hill, with a locked shed in the backyard. When Bowditch dies, he leaves Charlie a cassette tape telling a story no one would believe - inside the shed is a portal to another world.Stephen King goes into the deepest well of his imagination in this spellbinding novel about a seventeen-year-old boy who inherits the keys to a parallel world where good and evil are at war, and the stakes could not be higher - for their world or ours.

A mind-bending multiverse adventure about theft, family, and finding your home. Twelve-year-old Elsbeth has an extraordinary power: she can travel to parallel worlds and bring objects back with her. But as freak weather events become more frequent and a strange boy, Idris, starts to turn up everywhere she travels, she has to ask herself: does her gift come with a price?Fans of Christopher Edge, Ross Welford and Jessica Townsend will love this fast-paced story and mind-blowing plot! Perfect for readers aged 9 and up.

'Perfect for fans of Dog Man' Jamie LittlerWhen portals to parallel dimensions open up, the gang meet different versions of themselves - a whole universe of Bunnies! Evil Pig! Baby Bunny vs Monkey!The gang end up travelling to the very ends of existence . . . but will they make it back home to the Woods?'Perfect for fans of Dog Man' Jamie Littler'One of the best children's comics of all time' Starburst Magazine'The funniest thing around' Comicon'Wonderfully wacky, witty and wild!' Laura Ellen Anderson'Inventive, original and completely wacky' BookTrust

In a single eye-opening year two women, worlds apart, experience parallel awakenings. In New York, Jane Takagi-Little lands a job producing a Japanese television show sponsored by an American meat-exporting business, exposing some unsavoury truths - about the meat industry and herself. In Tokyo, housewife Akiko Ueno diligently prepares the recipes from Jane's programme.Struggling to please her husband, she increasingly doubts her commitment to the life she has fallen into. As Jane and Akiko both battle to assert their individuality on opposite sides of the globe, they are drawn together in a startling story of strength, courage and love.

Now in its second edition, Forensic DNA Evidence Interpretation is the most comprehensive resource for DNA casework available today. Written by leaders in the fields of biology and statistics, including a contribution from Peter Gill, the father of DNA analysis, the book emphasizes the interpretation of test results and provides the necessary formulae in an easily accessible manner. This latest edition is fully updated and includes current and emerging techniques in this fast-moving field. The book begins by reviewing all pertinent biology, and then provides information on every aspect of DNA analysis. This includes modern interpretation methods and contemporary population genetic models available for estimating DNA frequencies or likelihood ratios. Following a chapter on procedures for validating databases, the text presents overviews and performance assessments of both modern sampling uncertainty methods and current paternity testing techniques, including new guidelines on paternity

《希臘羅馬名人傳》原名「對比的傳記」(Parallel Lives)，作者Plutarch普魯塔克為羅馬時代的希臘著名傳記作家、哲學家，其作品在文藝復興時期至為重要。全書共五十個篇章，除四篇單人傳記，另四十六篇均各包含一個希臘人物和一個羅馬人物的傳記，記後一比較文，文中將二人顯著之特點加以對比。作者著重於人物道德質地，其次才是他對於當代或後世的影響力，此為本書一大特色。這部作品不僅是西洋文學的寶貴

《希臘羅馬名人傳》原名「對比的傳記」(Parallel Lives)，作者Plutarch普魯塔克為羅馬時代的希臘著名傳記作家、哲學家，其作品在文藝復興時期至為重要。全書共五十個篇章，除四篇單人傳記，另四十六篇均各包含一個希臘人物和一個羅馬人物的傳記，記後一比較文，文中將二人顯著之特點加以對比。作者著重於人物道德質地，其次才是他對於當代或後世的影響力，此為本書一大特色。這部作品不僅是西洋文學的寶貴

Ari Avatar is just your average Roblox kid living in a blocky world! Battle monsters and avoid disasters in a Roblox world -- all through the eyes of Ari and his friends.Diary of a Roblox Prois a must-read for any kid who loves to game!Ari and his friends have discovered a portal to a parallel universe. And Ari is shocked to find that in this world, he's a millionaire! With a butler, dragon pets, and all the candy he could possibly eat, why would Ari ever want to go back home? Or is there something more threatening in this universe that Ari can't see?Join Ari and his friends on the seventh unofficialDiary of a Roblox Proadventure!

Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to Machine Learning. Now you can create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, cellular automata, and clusters. Learn how to test your ML code and dive into even more advanced topics. If you are a beginner-to-intermediate programmer keen to understand machine learning, this book is for you.Discover machine learning algorithms using a handful of self-contained recipes. Build a repertoire of algorithms, discovering terms and approaches that apply generally. Bake intelligence into your algorithms, guiding them to discover good solutions to problems.In this book, you will:Use heuristics and design fitness functions.Build genetic algorithms.Make nature-inspired swarms with ants, bees and particles.Create Monte Carlo simulations.Investigate cellular automata.Find minima and maxima, using hill climbing and simulated annealing.Try selection methods,

This four volume set LNCS 9528, 9529, 9530 and 9531 constitutes the refereed proceedings of the 15th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2015, held

This four volume set LNCS 9528, 9529, 9530 and 9531 constitutes the refereed proceedings of the 15th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2015, held

High Performance Deformable Image Registration Algorithms for Manycore Processors develops highly data-parallel image registration algorithms suitable for use on modern multi-core architectures, inclu

Numerical linear algebra, digital signal processing, and parallel algorithms are three disciplines with a great deal of activity in the last few years. The interaction between them has been growing to

【書籍特點】☆Transformer：自注意力、多頭注意力、位置編碼☆GPT：文字生成、Greedy Search、Beam Search、困惑度評估☆BERT：遮罩語言模型、預訓練、微調、分類任務☆ViT：影像分塊、視覺嵌入、注意力量化☆微調方法：Adapter Tuning、LoRA、P-Tuning☆資料處理：文字清洗、分詞、嵌入向量、資料增強☆混合精度與分散式訓練：Data Parallel、Model Parallel、梯度累積☆對比學習與對抗訓練：SimCLR、GAN、自監督任務☆最佳化器：AdamW、LAMB、動態學習率、Warmup、餘弦退火☆模型壓縮：知識蒸餾、教師學生架構、權重剪枝☆訓練流程：Tokenization、多GPU訓練、訓練中斷與恢復☆微調實作：資料集切分、層級凍結、超參數調整、推理量化【內容簡介】本書共分為12章，涵蓋大模型的建構、訓練與微調流程。第一章介紹Transformer的基本原理，包括自注意力、多頭注意力與位置編碼。第二章說明GPT模型的文字生成機制與實作方法，並比較Greedy與Beam Search等生成策略。第三章講解BERT模型的編碼結構與遮罩語言模型任務，並說明如何應用於分類任務。第四章介紹ViT模型在影像分塊、嵌入與注意力運算上的應用。第五章說明Adapter Tuning、LoRA、P-Tuning等常見微調方法。第六章說明資料清洗、資料增強與嵌入向量生成等處理技術。第七章解釋混合精度訓練、多GPU併行與梯度累積等效率優化技術。第八章涵蓋對比學習與對抗訓練，包括SimCLR與GAN的實作細節。第九章介紹AdamW與LAMB最佳化器，並比較各種動態學習率排程方式。第十章說明知識蒸餾與剪枝，包括教師學生架構與多頭注意力精簡方法。第十一章示範大模型訓練流程，從資料前處理到訓練中斷與恢復。第十二章介紹模型微調的實作，包括資料集切分、參數設定與推理效能調整。

榮獲ANTHEM大獎，入選《金融時報》2024年度最佳好書——《演算法》揭露AI正在悄悄主宰我們的工作與生活。記者Hilke Schellmann深入追蹤演算法如何影響求職、監控員工、甚至預測心理健康。她揭示AI背後的偏見與錯誤，並呼籲人類應奪回對未來的主導權。在這個AI重塑世界的時代，本書是一道警鐘，也是一線希望。ANTHEM AWARD WINNER • NAMED A FINANCIAL TIMES BEST BOOK OF THE YEAR 2024AI is on the brink of dominating our lives, threating our privacy and human future—if we don’t take action now. In The Algorithm, Emmy‑award winning Wall Street Journal and Guardian contributor Hilke Schellmann delivers a shocking and illuminating exposé on one of the most pressing civil rights issues of our time: how AI has quietly, and mostly out of sight, taken over the world of work. Schellmann takes readers on a journalistic detective story, meeting job applicants and employees who have been subjected to these technologies, playing AI-based video games that companies use for hiring, and investigating algorithms that scan our online activity to construct personality profiles— including if we are prone to self -harm. She convinces whistleblowers to share r

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

本書是一本結合理論與實作的繩索接合全指南，由兩位長年深耕海事繩索工藝的專家共同撰寫。內容從現代合成繩到鋼索，系統性介紹各種接合、包紮與收尾技巧，並依材料與結構差異，提供清楚的操作說明。書中不僅詳解三股繩、雙編繩、八股繩與十二股繩的接合方式，也收錄多項實用專案，如防撞護舷、貨網與傳統裝飾繩作。章節編排清楚，兼顧安全性與耐用度，是船舶工作者、繩索工藝愛好者與專業技師可靠的實務參考。The only reference devoted entirely to splicing today’s ropesThe Splicing Handbook includes step-by-step illustrations and explanations for the most useful and popular splices in traditional twisted and modern braided ropes, and it covers every kind of splicing project you are likely to encounter, including modern cordage such as Spectra; mainstream rope materials such as Dacron and nylon; and wire and rope-to-wire splices. Covers all the standard rope constructions using Dacron and nylon, including solid braid, double braid, parallel core, plaited, and three-strand Explains how to splice wire for sailboat shrouds and halyards Shows how to make a broad range of useful onboard projects--and several that will find uses around the home as well, including dog collars, netting, rope railings, and lanyard

Volume 3: Complex Coding Systems of the Practical Handbook of Genetic Algorithms contains computer-code examples for the development of genetic algorithm systems, compiling them from an array of prac

This two volume set LNCS 8630 and 8631 constitutes the proceedings of the 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014, held in Dalian, China, in

This two volume set LNCS 8630 and 8631 constitutes the proceedings of the 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014, held in Dalian, China, in

This two volume set LNCS 7016 and LNCS 7017 constitutes the refereed proceedings of the 11th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2011, held in Melb

This two volume set LNCS 7016 and LNCS 7017 constitutes the refereed proceedings of the 11th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2011, held in Melb

This book constitutes the proceedings of the 10th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP. The 47 papers were carefully selected from 157 submissions a

The foundations of parallel computation, especially the efficiency of computation, are the concern of this book. Distinguished international researchers have contributed fifteen chapters which together form a coherent stream taking the reader who has little prior knowledge of the field to a position of being familiar with leading edge issues. The book may also function as a source of teaching material and reference for researchers. The first part is devoted to the Parallel Random Access Machine (P-RAM) model of parallel computation. The initial chapters justify and define the model, which is then used for the development of algorithm design in a variety of application areas such as deterministic algorithms, randomisation and algorithm resilience. The second part deals with distributed memory models of computation. The question of efficiently implementing P-RAM algorithms within these models is addressed as are the immensely interesting prospects for general purpose parallel computation

Fifteen original contributions from experts in high-speed computation on multi-processor architectures, concurrent programming and parallel algorithms. Experts in high-speed computation agree that the

內容介紹：在 ChatGPT 帶起生成式 AI 百家齊放的新世紀, 整合語言模型已勢不可擋。隨著 OpenAI 釋出更厲害的新模型與整合度更高的 API, 善用語言模型理解文意與能言善道的超強特性, 邁入『自然語言就是程式語言』的願景已經不再是夢想。終端用戶將使用自然語言操控應用程式, 由語言模型自主理解規劃邏輯流程, 我們的程式則是語言模型背後的軍火庫, 串接外部各式各樣的功能。| 用真實上線的 GPTs 學 action 開發 |即使 GPTs 已經提供搜尋網路、上傳檔案的功能, 仍然無法隨意取用外部功能, 因此 GPTs 最關鍵的環節就是 action 外掛系統, 讓語言模型與外界接軌。本書會帶大家用真實上線的台鐵時刻表查詢專家當範例, 手把手教你設計 GPTs action, 補強客製 GPTs 欠缺的功能。| 串接 Google OAuth2 API 管控 action 使用者 |客製的 GPTs 要能針對不同使用者提供客製服務才是真客製, 本書會說明如何串接 Google OAuth2 API, 幫 GPTs action 加上登入 Google 帳號機制, 以便後端程式可以根據登入的使用者提供不同的服務, 設計出真正客製的 ChatGPT。| Chat/Assistants API 全解析 |Assistants API 是 OpenAI API 家族的大禮, 以往我們必須自己處理的對話記錄、網路搜尋、向量資料庫、程式執行工具、文字生圖等等功能, 現在全部整合在 Assistants API 中, 成為實作 AI 助理的基石。本書會帶大家深度瞭解 Chat API 與 Assistants API 的差異, 讓你針對問題挑選適當的 API。| 深入 function calling 機制 |即使是最新的 gpt-4 模型, 訓練資料也僅止於 2023 年 4 月, 模型本身也不能連網取得新知, 更無法介接外部 API。透過 function calling 機制, 就可以撰寫各式各樣的函式作為延伸語言模型能力的外掛, 任由模型取用。新版模型更強化功能, 提供 parallel function calling, 即使複雜問題也能自動分解由多個函式完成。| 整合 gpt-4-vision 模型 |gpt-4-vision 讓模型長眼睛, 本書就利用這項功