Machine Learning Algorithms for Problem Solving in Computational Applications

“Practical Applications of Evolutionary Computation to Financial Engineering” presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionar

State-of-the-art analysis of geological structures has become increasingly quantitative but traditionally, graphical methods are used in teaching. This innovative lab book provides a unified methodology for problem-solving in structural geology using linear algebra and computation. Assuming only limited mathematical training, the book begins with classic orientation problems and progresses to more fundamental topics of stress, strain and error propagation. It introduces linear algebra methods as the foundation for understanding vectors and tensors, and demonstrates the application of geometry and kinematics in geoscience without requiring students to take a supplementary mathematics course. All algorithms are illustrated with a suite of online MATLAB functions, allowing users to modify the code to solve their own structural problems. Containing 20 worked examples and over 60 exercises, this is the ideal lab book for advanced undergraduates or beginning graduate students. It will also p

Memetic Algorithms (MAs) are computational intelligence structures combining multiple and various operators in order to address optimization problems.? The combination and interaction amongst operator

The practical benefits of computational logic need not be limited to mathematics and computing. As this book shows, ordinary people in their everyday lives can profit from the recent advances that have been developed for artificial intelligence. The book draws upon related developments in various fields from philosophy to psychology and law. It pays special attention to the integration of logic with decision theory, and the use of logic to improve the clarity and coherence of communication in natural languages such as English. This book is essential reading for teachers and researchers who may be out of touch with the latest developments in computational logic. It will also be useful in any undergraduate course that teaches practical thinking, problem solving or communication skills. Its informal presentation makes the book accessible to readers from any background, but optional, more formal, chapters are also included for those who are more technically oriented.

Computational optimization is an important paradigm with a wide range of applications. In virtually all branches of engineering and industry, we almost always try to optimize something - whether to mi

Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the i

This book will address the advances, applications, research results, and emerging areas of optics, photonics, computational approaches, nano-photonics, bio-photonics, with applications in information

Efficient signal processing algorithms are important for embedded and power-limited applications since, by reducing the number of computations, power consumption can be reduced significantly. Similarly, efficient algorithms are also critical to very large scale applications such as video processing and four-dimensional medical imaging. This self-contained guide, the only one of its kind, enables engineers to find the optimum fast algorithm for a specific application. It presents a broad range of computationally-efficient algorithms, describes their structure and implementation, and compares their relative strengths for given problems. All the necessary background mathematics is included and theorems are rigorously proved, so all the information needed to learn and apply the techniques is provided in one convenient guide. With this practical reference, researchers and practitioners in electrical engineering, applied mathematics, and computer science can reduce power dissipation for low-

An invaluable guide for problem solving in mass transfer operations This book takes a highly pragmatic approach to providing the principles and applications of mass transfer operations by offering a v

This book covers a wide range of subjects in applying machine learning approaches for bioinformatics projects. The book succeeds on two key unique features. First, it introduces the most widely used m

Randomized algorithms have become a central part of the algorithms curriculum, based on their increasingly widespread use in modern applications. This book presents a coherent and unified treatment of probabilistic techniques for obtaining high probability estimates on the performance of randomized algorithms. It covers the basic toolkit from the Chernoff–Hoeffding bounds to more sophisticated techniques like martingales and isoperimetric inequalities, as well as some recent developments like Talagrand's inequality, transportation cost inequalities and log-Sobolev inequalities. Along the way, variations on the basic theme are examined, such as Chernoff–Hoeffding bounds in dependent settings. The authors emphasise comparative study of the different methods, highlighting respective strengths and weaknesses in concrete example applications. The exposition is tailored to discrete settings sufficient for the analysis of algorithms, avoiding unnecessary measure-theoretic details, thus making

Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic programming (GP). It ap

Reactive Search integrates sub-symbolic machine learning techniques into search heuristics for solving complex optimization problems. By automatically adjusting the working parameters, a reactive sea

Using mathematical tools from number theory and finite fields, Applied Algebra: Codes, Ciphers, and Discrete Algorithms, Second Edition presents practical methods for solving problems in data security

Avoid wasting time and money on recurring plant process problems by applying the practical, five-step solution in Process Engineering Problem Solving: Avoiding "The Problem Went Away, but it Came Back

Unlike existing texts, this book blends for the first time three topics in physics - symmetry, condensed matter physics and computational methods - into one pedagogical textbook. It includes new concepts in mathematical crystallography; experimental methods capitalizing on symmetry aspects; non-conventional applications such as Fourier crystallography, color groups, quasicrystals and incommensurate systems; as well as concepts and techniques behind the Landau theory of phase transitions. Adopting a computational approach to the application of group theoretical techniques to solving symmetry related problems, it dramatically alleviates the need for intensive calculations usually found in the presentation of symmetry. Writing computer programs helps the student achieve a firm understanding of the underlying concepts, and sample programs, based on Mathematica, are presented throughout the book. Containing over 150 exercises, this textbook is ideal for graduate students in condensed matter

Due to increasing demands for dimensionality reduction, research on feature selection has deeply and widely expanded into many fields, including computational statistics, pattern recognition, machine

A human observer can effortlessly identify visible portions of geometric objects present in the environment. However, computations of visible portions of objects from a viewpoint involving thousands of objects is a time consuming task even for high speed computers. To solve such visibility problems, efficient algorithms have been designed. This book presents some of these visibility algorithms in two dimensions. Specifically, basic algorithms for point visibility, weak visibility, shortest paths, visibility graphs, link paths and visibility queries are all discussed. Several geometric properties are also established through lemmas and theorems. With over 300 figures and hundreds of exercises, this book is ideal for graduate students and researchers in the field of computational geometry. It will also be useful as a reference for researchers working in algorithms, robotics, computer graphics and geometric graph theory, and some algorithms from the book can be used in a first course in

This book presents an overview of recent results achieved in solving the circle packing problem. It provides the reader with a comprehensive view of both theoretical and computational achievements. I

Using the developmental approach to learning, Performing with Computer Applications, 2nd Edition offers a means of learning about computers, thinking critically, solving problems, communicating effec

This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a comprehensive treatment of the problem of predicting individual sequences. Unlike standard statistical approaches to forecasting, prediction of individual sequences does not impose any probabilistic assumption on the data-generating mechanism. Yet, prediction algorithms can be constructed that work well for all possible sequences, in the sense that their performance is always nearly as good as the best forecasting strategy in a given reference class. The central theme is the model of prediction using expert advice, a general framework within which many related problems can be cast and discussed. Repeated game playing, adaptive data compression, sequential investment in the stock market, sequential pattern analysis, and several other problems are viewed as instances of the experts' framework and analyzed from a common nonstochastic standpoint that o

Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past d

The evidence for social problem solving deficits being relevant to the understanding and treatment of offending behaviour has been accumulating since the 1980s. Reasoning and Rehabilitation (R&R), the

Computational Finance presents a modern computational approach to mathematical finance within the Windows environment, and contains financial algorithms, mathematical proofs and computer code in C/C+

Machine Learning: Discriminative and Generative covers the main contemporary themes and tools in machine learning ranging from Bayesian probabilistic models to discriminative support-vector machines.

This book discusses in detail all the relevant numerical methods for the classical N-body problem. It demonstrates how to develop clear and elegant algorithms for models of gravitational systems, and explains the fundamental mathematical tools needed to describe the dynamics of a large number of mutually attractive particles. Particular attention is given to the techniques needed to model astrophysical phenomena such as close encounters and the dynamics of black hole binaries. The author reviews relevant work in the field and covers applications to the problems of planetary formation and star cluster dynamics, both of Pleiades type and globular clusters. Self-contained and pedagogical, this book is suitable for graduate students and researchers in theoretical physics, astronomy and cosmology.

The field of machine translation (MT) -- the automation of translation between human languages -- has existed for more than fifty years. MT helped to usher in the field of computational linguistics an

Permutation group algorithms are one of the workhorses of symbolic algebra systems computing with groups. They played an indispensable role in the proof of many deep results, including the construction and study of sporadic finite simple groups. This book describes the theory behind permutation group algorithms, including developments based on the classification of finite simple groups. Rigorous complexity estimates, implementation hints, and advanced exercises are included throughout. The central theme is the description of nearly linear time algorithms, which are extremely fast both in terms of asymptotic analysis and of practical running time. A significant part of the permutation group library of the computational group algebra system GAP is based on nearly linear time algorithms. The book fills a significant gap in the symbolic computation literature. It is recommended for everyone interested in using computers in group theory, and is suitable for advanced graduate courses.

The Application of Problem-Solving Therapy to Psychosocial Oncology Care focuses on teaching cancer patients and their families a general set of problem-solving skills that can be applied to the chall

'Never before has there been so many and such dreadful weapons in so many irresponsible hands.' - Karl Popper, from the PrefaceAll Life is Problem Solving is a stimulating and provocative selection of

The 21 papers consider theory, algorithms, and applications in a wide range of fields including aerospace design, operating hydroelectric power stations, and chemical engineering. The topics include u

Physics with Answers contains 500 problems covering the full range of introductory physics and its applications to many other subjects, along with clear, step-by-step solutions to each problem. No calculus is required. By attempting these exercises and learning from the solutions, students will gain confidence in solving class problems and improve their grasp of physics. The book is split into two parts. The first contains the problems, together with useful summaries of the main results needed for solving them. The second part gives full solutions to each problem, often accompanied by thoughtful comments. Subjects covered include statics, Newton's Laws, circular motion, gravitation, electricity and magnetism, electric circuits, liquids and gases, heat and thermodynamics, light and waves, atomic physics, and relativity. The book will be invaluable to anyone taking an introductory course in physics, whether at college or pre-university level.

Flood introduces a dynamic new problem solving system called Total Systems Intervention (TSI). He provides a clear understanding of TSI in terms of its philosophy, principles and process, explaining w

Begins by developing the foundational material from modern algebra that is required for subsequent topics, then presents a thorough development of modern computational algorithms for such problems as

This book is about helping managers and decision makers to choose and use the most appropriate problem solving approaches available for managing the complexity and diversity of the difficulties that t

Step inside a medieval castle on the eve of a grand jousting tournament when the arrival of a mysterious knight sets tensions rising. In this story you'll discover how knights are trained, how they dress for battle, watch jousting and sample foods sold to excited crowds.- Told in lively comic book style- Perfect for school projects

From the wild imagination of Rowboat Watkins, author of Rude Cakes and Go-Go Guys, comes a riotous read-aloud about every kind of mustache imaginable!Hip, hip, HOORAY-stache! It's your lucky day-stache!Join Mouse and Moose in a mustache-mania world packed with silly rhymes and playful illustrations--perfect for building early reading skills, nurturing a love of language, and keeping readers laughing along the way.Sit down and stay-stache! And read this book right AWAY-stache! SUPER-FUN READ-ALOUD: Rowboat Watkins's uniquely funny children's books make for read-aloud and read-along fun, for both family and classroom reading time. The pure silliness of the words and pictures will delight young readers.READING & LANGUAGE SKILLS: The creative vocabulary and rhythmic text are great for helping kids develop an understanding and love of language. The illustrations and hilarious story are perfect for engaging new and emerging readers.ACCLAIMED CREATOR: Rowboat is known for such favorites a

Fate doesn't favour the wicked. From the #1 bestselling Twisted Sisters, Caroline Peckham and Susanne Valenti, comes the explosive third installment in their Zodiac Academy spin-off series. Full blurb coming soon. ***This is an enemies-to-lovers romantasy series set in the same world as Zodiac Academy, but it's a dark and villainous tale of its own. You haven't met tainted souls like these before or enemies that hate each other as deeply as these characters do. You'll be left gasping for breath and aching for more of the dark and twisted Fae who lurk between the pages and they might just be irredeemable...***

★ 走進希臘神話世界，親自完成英雄試煉★ 破解迷宮×密碼×謎語，沉浸式閱讀新體驗★ 華麗插畫＋機智改寫，讓經典神話秒懂又上癮★ 7歲以上最佳神話入門讀本這不是「看」神話，而是「玩」神話。翻開書頁，你將化身傳奇英雄，踏上屬於自己的冒險任務——解開迷宮，帶冥后珀耳塞福涅重返人間，讓春天再次降臨；加入伊阿宋與阿爾戈英雄的遠征，尋找金羊毛；協助珀爾修斯躲避蛇髮女妖梅杜莎的致命凝視……每一跨頁都是一則精采神話，由童書作家 Catherine Ard 以輕快幽默筆法重新演繹，搭配插畫家 Maria Surducan 精心設計的解謎任務，讓讀者真正成為故事的一部分。除了遊戲與挑戰，書中更附有「Who’s Who」角色介紹與趣味小知識，讓孩子在破關之餘，自然吸收神話背景與人物關係。經典與創意的完美結合，是神話迷與解謎控都會愛不釋手的全新閱讀體驗。A book of Greek myths with a twist! Readers step into the shoes of a legendary hero to solve mazes, crack codes and untangle the riddles that bring lavishly illustrated retellings of classic tales to life.Readers take on their very own quest through the myths of ancient Greece to become a Puzzle Hero.By navigating mazes and labyrinths, cracking codes and solving riddles, they will guide Persephone out of the underworld so Spring can begin, join Jason and the Argonauts on their quest for the golden fleece and help Perseus avoid the terrifying gaze of the snake-haired gorgon Medusa, and much more.Every spread features a Gree

This is a dialogue across East and West,and a sincere remembrance of trust, responsibility, and mission.From classroom to life, from ideas to practice,the book records not only Drucker’s thought,but the legacy of a belief at its core:that management exists to develop human beings.In 1999, Peter Drucker, the father of modern management, embarked on a profound dialogue with Chinese entrepreneur Shao Minglo over a shared vision for education. Drucker made a solemn commitment: to serve as Shao’s pro bono advisor for the rest of his life. In the years that followed, the two met regularly in California to discuss management education in China, economic realities, and organizational culture—forging a deep friendship that transcended both culture and age.This book records that precious journey. It illustrates not only how Drucker translated ideas into practice, but also portrays his sincerity, warmth, and humanity. He held a deep hope for the future of management in China, remained steadfast i