Algorithms for Optimization

Algorithms for Optimization PDF Author: Mykel J. Kochenderfer
Publisher: MIT Press
ISBN: 0262039427
Category : Computers
Languages : en
Pages : 521

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Book Description
A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems. This book offers a comprehensive introduction to optimization with a focus on practical algorithms. The book approaches optimization from an engineering perspective, where the objective is to design a system that optimizes a set of metrics subject to constraints. Readers will learn about computational approaches for a range of challenges, including searching high-dimensional spaces, handling problems where there are multiple competing objectives, and accommodating uncertainty in the metrics. Figures, examples, and exercises convey the intuition behind the mathematical approaches. The text provides concrete implementations in the Julia programming language. Topics covered include derivatives and their generalization to multiple dimensions; local descent and first- and second-order methods that inform local descent; stochastic methods, which introduce randomness into the optimization process; linear constrained optimization, when both the objective function and the constraints are linear; surrogate models, probabilistic surrogate models, and using probabilistic surrogate models to guide optimization; optimization under uncertainty; uncertainty propagation; expression optimization; and multidisciplinary design optimization. Appendixes offer an introduction to the Julia language, test functions for evaluating algorithm performance, and mathematical concepts used in the derivation and analysis of the optimization methods discussed in the text. The book can be used by advanced undergraduates and graduate students in mathematics, statistics, computer science, any engineering field, (including electrical engineering and aerospace engineering), and operations research, and as a reference for professionals.

Algorithms for Optimization

Algorithms for Optimization PDF Author: Mykel J. Kochenderfer
Publisher: MIT Press
ISBN: 0262039427
Category : Computers
Languages : en
Pages : 521

Get Book Here

Book Description
A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems. This book offers a comprehensive introduction to optimization with a focus on practical algorithms. The book approaches optimization from an engineering perspective, where the objective is to design a system that optimizes a set of metrics subject to constraints. Readers will learn about computational approaches for a range of challenges, including searching high-dimensional spaces, handling problems where there are multiple competing objectives, and accommodating uncertainty in the metrics. Figures, examples, and exercises convey the intuition behind the mathematical approaches. The text provides concrete implementations in the Julia programming language. Topics covered include derivatives and their generalization to multiple dimensions; local descent and first- and second-order methods that inform local descent; stochastic methods, which introduce randomness into the optimization process; linear constrained optimization, when both the objective function and the constraints are linear; surrogate models, probabilistic surrogate models, and using probabilistic surrogate models to guide optimization; optimization under uncertainty; uncertainty propagation; expression optimization; and multidisciplinary design optimization. Appendixes offer an introduction to the Julia language, test functions for evaluating algorithm performance, and mathematical concepts used in the derivation and analysis of the optimization methods discussed in the text. The book can be used by advanced undergraduates and graduate students in mathematics, statistics, computer science, any engineering field, (including electrical engineering and aerospace engineering), and operations research, and as a reference for professionals.

SEO 2019 Learn Search Engine Optimization With Smart Internet Marketing Strategies

SEO 2019 Learn Search Engine Optimization With Smart Internet Marketing Strategies PDF Author: Adam Clarke
Publisher: Independently Published
ISBN: 9781730775758
Category : Google
Languages : en
Pages : 227

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Book Description
Learn search engine optimization with smart internet marketing strategies. SEO 2019 explains the inner workings of Google's algorithm, and reveals the latest and greatest industry resources so you can always stay ahead of Google's updates.

WordPress Search Engine Optimization

WordPress Search Engine Optimization PDF Author: Michael David
Publisher: Packt Publishing Ltd
ISBN: 1785887807
Category : Computers
Languages : en
Pages : 318

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Book Description
A complete guide to dominating search engines with your WordPress site About This Book Everything you need to get your WordPress site to the top of search engines and bring thousands of new customers to your blog or business Learn everything from keyword research and link building to customer conversions, in this complete guide Packed with real-word examples to help get your site noticed on Google, Yahoo, and Bing Who This Book Is For This book is for anyone who runs any of the over 90,000,000 WordPress installations throughout the world. If you can login to your WordPress website, you can implement most of the tips in this book without any coding experience. What You Will Learn The elements that search engines use to rank websites—and how to optimize your site for premium placement Harness social media sites to extend the reach of your site and gain more visitors Discover the high-volume, high-value search phrases that customers use when searching for your products or services Avoid dangerous black-hat optimization techniques and the people who advocate and purvey them Build high-quality, high-value links from other websites to raise your rankings in search engines Create optimized and engaging content that both search engines and readers will love Avoid common SEO mistakes that can get your site penalized by search engines In Detail WordPress is a powerful platform for creating feature-rich and attractive websites but, with a little extra tweaking and effort, your WordPress site can dominate search engines and bring thousands of new customers to your business. WordPress Search Engine Optimization will show you the secrets that professional SEO companies use to take websites to the top of search results. You'll take your WordPress site to the next level; you'll brush aside even the stiffest competition with the advanced tutorials in this book. Style and approach This is a practical, hands-on book based around sound SEO techniques specifically applied to WordPress. Each chapter starts with a brief overview of the important concepts then quickly moves into practical step-by-step actions you can take immediately. Throughout the book, you'll get clear instructions and detailed screenshots, so you can see exactly what to do each step of the way.

You Should Test That

You Should Test That PDF Author: Chris Goward
Publisher: John Wiley & Sons
ISBN: 1118463838
Category : Business & Economics
Languages : en
Pages : 389

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Book Description
Learn how to convert website visitors into customers Part science and part art, conversion optimization is designed to turn visitors into customers. Carefully developed testing procedures are necessary to help you fine-tune images, headlines, navigation, colors, buttons, and every other element, creating a website that encourages visitors to take the action you seek. This book guides you through creating an optimization strategy that supports your business goals, using appropriate analytics tools, generating quality testing ideas, running online experiments, and making the adjustments that work. Conversion optimization is part science and part art; this guide provides step-by-step guidance to help you optimize your website for maximum conversion rates Explains how to analyze data, prioritize experiment opportunities, and choose the right testing methods Helps you learn what to adjust, how to do it, and how to analyze the results Features hands-on exercises, case studies, and a full-color insert reinforcing key tactics Author has used these techniques to assist Fortune 500 clients You Should Test That explains both the "why" and the "how" of conversion optimization, helping you maximize the value of your website.

Pricing and Revenue Optimization

Pricing and Revenue Optimization PDF Author: Robert Phillips
Publisher: Stanford University Press
ISBN: 0804781648
Category : Business & Economics
Languages : en
Pages : 470

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Book Description
This is the first comprehensive introduction to the concepts, theories, and applications of pricing and revenue optimization. From the initial success of "yield management" in the commercial airline industry down to more recent successes of markdown management and dynamic pricing, the application of mathematical analysis to optimize pricing has become increasingly important across many different industries. But, since pricing and revenue optimization has involved the use of sophisticated mathematical techniques, the topic has remained largely inaccessible to students and the typical manager. With methods proven in the MBA courses taught by the author at Columbia and Stanford Business Schools, this book presents the basic concepts of pricing and revenue optimization in a form accessible to MBA students, MS students, and advanced undergraduates. In addition, managers will find the practical approach to the issue of pricing and revenue optimization invaluable. Solutions to the end-of-chapter exercises are available to instructors who are using this book in their courses. For access to the solutions manual, please contact [email protected].

Optimization of Supply Chain Management in Contemporary Organizations

Optimization of Supply Chain Management in Contemporary Organizations PDF Author: Sabri, Ehap
Publisher: IGI Global
ISBN: 1466682299
Category : Business & Economics
Languages : en
Pages : 357

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Book Description
In order to experience significant improvement in business processes, successful organizations must launch, implement, and maintain effective transformation programs. Such programs enable companies to fully maximize benefits and avoid potential failures. Optimization of Supply Chain Management in Contemporary Organizations discusses best practices and methods in transformation initiatives that improve the overall functionality and success of supply chain processes. Focusing on performance measurement, change management, and strategy development, this book is an essential reference source for executives, managers, advanced-level students, and professionals working in the field of business transformations and supply chain development.

SEO 2020 Learn Search Engine Optimization With Smart Internet Marketing Strategies

SEO 2020 Learn Search Engine Optimization With Smart Internet Marketing Strategies PDF Author: Adam Clarke
Publisher:
ISBN: 9781712354889
Category :
Languages : en
Pages : 234

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Book Description
Learn SEO strategies to rank at the top of Google with SEO 2020 EXPANDED & UPDATED - NOVEMBER, 2019 No matter your background, SEO 2020 will walk you through search engine optimization techniques used to grow countless companies online, exact steps to rank high in Google, and how get a ton of customers with SEO. First, let me tell you a little secret about SEO marketing... Most search engine optimization advice on the Internet is wrong! If you've sifted through search engine optimization advice online, you may have noticed two things: - Most published SEO advice is either outdated or just dead-wrong. - Google's constant updates have made many popular SEO optimization strategies useless. Why is this so? Google's constantly evolving. Recent changes: 1. October, 2019 - Google releases their groundbreaking new BERT machine learning algorithm, with Google now understanding searches almost like a human. 2. September, 2019 - Google releases new guidelines on nofollow links, providing worldwide changes for advertisers and SEO professionals alike. 3. March, 2018 - Google's game-changing "Mobile First Index" is rolled out, completely overhauling how search results are calculated. SEO 2020 is now updated covering new changes to Google's algorithm, walks you through major updates and how to use them to your advantage. This book also reveals industry secrets to stay ahead of Google's algorithm, and potential Google changes coming up in 2020. With this best-selling SEO book, learn SEO from a fundamental level, achieve top rankings, and generate a wave of new customers to your site. Discover powerful link building techniques experts use to get top rankings and generate massive traffic Link building is the strongest factor for ranking high in Google. Unfortunately, most widely-used methods suck! This chapter walks you through new and powerful techniques that won't get you in hot-water with Google. Now expanded with more link building strategies and extra tips for advanced readers. You will also discover: 1. Important SEO concepts, from beginner to advanced. 2. Sneaky tricks to get local businesses ranking high with local SEO. 3. The inner workings of Google's algorithm and how it calculates the search results. 4. How to find "money" keywords that will send customers to your site. 5. Basic and advanced link building strategies for pushing your rankings up higher. 6. Six insider sources to get expert SEO or Internet marketing advice worth thousands of dollars, for free. 7. How to use social media and web analytics to multiply your results. 8. 25+ powerful tools top Internet marketing experts use to automate search engine optimization, saving weeks of time and creating bigger results. Sidestep the 2020 Google updates Contrary to Internet marketing gossip, problems caused by Google updates are rarely irrecoverable-but you need the right knowledge. This book reveals: - Inner mechanics of Google's algorithm, and how to rank your site at the top. - Recent Google updates-Google's BERT algorithm, Google's RankBrain algorithm, Mobile First Index, Google Speed update, and more... - Potential updates coming up in 2020. - Steps to recover from Google penalties. And read the special bonus chapter on pay-per-click advertising In this bonus, learn to quickly setup pay-per-click advertising campaigns with Google AdWords and send customers to your site overnight, literally. One of the most comprehensive SEO optimization books ever published-updated and expanded-of all best-selling SEO books, this is the only one with everything you need. Scroll up, click buy, and get started now!

Human Performance Optimization

Human Performance Optimization PDF Author: Michael D. Matthews
Publisher:
ISBN: 0190455136
Category : Medical
Languages : en
Pages : 489

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Book Description
Human Performance Optimization: The Science and Ethics of Enhancing Human Capabilities explores current and emerging strategies for enhancing individual and team performance, especially in high-stakes, stressful settings such as the military, law enforcement, firefighting, or competitive corporate settings. Taking a cognitive neuroscience perspective, scientifically grounded approaches to optimizing human performance are explored in depth.

Autodesk 3ds Max 2019: A Comprehensive Guide, 19th Edition

Autodesk 3ds Max 2019: A Comprehensive Guide, 19th Edition PDF Author: Prof. Sham Tickoo
Publisher: CADCIM Technologies
ISBN: 1640570373
Category : Computers
Languages : en
Pages : 754

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Book Description
Autodesk 3ds Max 2019: A Comprehensive Guide book aims at harnessing the power of Autodesk 3ds Max for modelers, animators, and designers. The book caters to the needs of both the novice and the advanced users of 3ds Max. Keeping in view the varied requirements of the users, the book first introduces the basic features of 3ds Max 2019 and then gradually progresses to cover the advanced 3D models and animations. In this book, two projects based on the tools and concepts covered in the book have been added to enhance the knowledge of users. This book will help you unleash your creativity, thus helping you create stunning 3D models and animations. The book will help the learners transform their imagination into reality with ease. Also, it takes the users across a wide spectrum of animations through progressive examples, numerous illustrations, and ample exercises. Salient Features: Consists of 18 chapters, 1 project, and 1 student project that are organized in a pedagogical sequence covering various aspects of modeling, texturing, lighting, and animation. The author has followed the tutorial approach to explain various concepts of modeling, texturing, lighting, and animation. The first page of every chapter summarizes the topics that are covered in it. Step-by-step instructions that guide the users through the learning process. Additional information is provided throughout the book in the form of notes and tips. Self-Evaluation Test and Review Questions are given at the end of each chapter so that the users can assess their knowledge. Table of Contents Chapter 1: Introduction to Autodesk 3ds Max 2019 Chapter 2: Standard Primitives Chapter 3: Extended Primitives Chapter 4: Working with Architectural Objects Chapter 5: Splines and Extended Splines Chapter 6: Modifying Splines Chapter 7: Materials and Maps Chapter 8: Modifying 3D Mesh Objects Chapter 9: Graphite Modeling Technique Chapter 10: Compound Objects Chapter 11: Modifiers Chapter 12: Lights and Rendering Chapter 13: Animation Basics Chapter 14: Rigid Body Dynamics and Helpers Chapter 15: NURBS Modeling Chapter 16: Systems, Hierarchy, and Kinematics Chapter 17: Particle Systems and Space Warps-I Chapter 18: Particle Systems and Space Warps-II Project 1: Creating a Diner Student Project Index Free Teaching and Learning Resources Technical support by contacting '[email protected]'. Max files used in tutorials, exercises, and illustrations. Customizable PowerPoint presentations of all chapters*. Instructor Guide with solution to all review questions and instructions to create the models for exercises*. Additional learning resources at 'https://3dsmaxexperts.blogspot.com' and 'youtube.com/cadcimtech'. (* For faculty only)

Experimental Design and Process Optimization

Experimental Design and Process Optimization PDF Author: Maria Isabel Rodrigues
Publisher: CRC Press
ISBN: 1482299569
Category : Science
Languages : en
Pages : 324

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Book Description
Experimental Design and Process Optimization delves deep into the design of experiments (DOE). The book includes Central Composite Rotational Design (CCRD), fractional factorial, and Plackett and Burman designs as a means to solve challenges in research and development as well as a tool for the improvement of the processes already implemented. Appr