Optimization Software Guide
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Optimization Software Guide
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Author : Jorge J. More
language : en
Publisher: SIAM
Release Date : 1993-01-01
Optimization Software Guide written by Jorge J. More and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-01-01 with Mathematics categories.
Mathematics of Computing -- Numerical Analysis.
The Software Optimization Guide
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-05-05
The Software Optimization Guide written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-05 with Technology & Engineering categories.
**The Software Optimization Guide** is the definitive guide to software optimization. It covers everything from the basics of optimization to advanced techniques that can help you improve the performance of your code by orders of magnitude. Whether you're a beginner or an experienced developer, this book will teach you how to optimize your code for any platform or environment. You'll learn how to identify performance bottlenecks, choose the right optimization techniques, and measure the results of your efforts. This book is packed with real-world examples and case studies that show how optimization techniques have been used to improve the performance of software applications in a variety of industries. You'll also learn about the latest trends in optimization and how they're likely to impact the future of software development. If you're serious about improving the performance of your code, then this book is a must-read. It's the only book you'll need to learn everything you need to know about software optimization. **What's inside?** * The basics of optimization, including what it is, why it's important, and the different types of optimization problems * A detailed overview of performance analysis techniques, including profiling, code coverage analysis, and debugging * A comprehensive guide to code optimization techniques, including loop optimization, memory optimization, and data structure optimization * A thorough discussion of compiler optimization techniques, including link-time optimization, assembly language optimization, and machine code optimization * A practical guide to hardware optimization techniques, including processor architecture optimization, memory architecture optimization, and I/O optimization * A step-by-step guide to system optimization techniques, including operating system optimization, network optimization, database optimization, and cloud optimization * A detailed overview of advanced optimization techniques, including heuristics, metaheuristics, and evolutionary algorithms * Real-world case studies that show how optimization techniques have been used to improve the performance of software applications in a variety of industries * A discussion of the latest trends in optimization and how they're likely to impact the future of software development **Who this book is for:** * Software developers of all levels who want to improve the performance of their code * Architects and designers who need to understand the performance implications of their designs * Performance analysts and testers who need to identify and fix performance bottlenecks * Anyone who wants to learn more about the art and science of software optimization If you like this book, write a review on google books!
Mastering Software Optimization The Ultimate Guide For High Performance Computing
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-04-14
Mastering Software Optimization The Ultimate Guide For High Performance Computing written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-14 with Technology & Engineering categories.
In the realm of high-performance computing (HPC), where speed and efficiency reign supreme, software optimization is the key to unlocking the full potential of these powerful machines. "Mastering Software Optimization: The Ultimate Guide for High-Performance Computing" is a comprehensive guide that empowers programmers to write high-performance software that runs efficiently on HPC systems. With a focus on practical applications, this book takes readers on a journey through the world of software optimization, covering a wide range of topics, from the fundamentals to advanced techniques. Readers will learn how to identify performance bottlenecks, analyze and profile their code, and apply optimization techniques to improve performance on a variety of HPC architectures, including single-processor systems, multicore processors, and GPU-accelerated systems. Beyond performance optimization, this book delves into essential considerations such as energy efficiency, security, reliability, and maintainability. It explores the delicate balance between performance and these other important factors, helping readers make informed decisions and develop software that meets the demands of HPC environments. Written in a clear and engaging style, "Mastering Software Optimization" is an invaluable resource for HPC programmers of all levels. With its comprehensive coverage of optimization techniques and real-world examples, this book is the ultimate guide to writing high-performance software that runs efficiently on HPC systems. If you are a programmer looking to unlock the full potential of your HPC software, "Mastering Software Optimization" is the book for you. With its practical approach and in-depth coverage, this book will help you write software that runs faster, consumes less energy, and is more secure and reliable. Get ready to take your HPC programming skills to the next level and achieve peak performance with this comprehensive guide. If you like this book, write a review on google books!
Software Optimization For High Performance Computing
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Author : Kevin R. Wadleigh
language : en
Publisher: Prentice Hall Professional
Release Date : 2000
Software Optimization For High Performance Computing written by Kevin R. Wadleigh and has been published by Prentice Hall Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.
The hands-on guide to high-performance coding and algorithm optimization. This hands-on guide to software optimization introduces state-of-the-art solutions for every key aspect of software performance - both code-based and algorithm-based. Two leading HP software performance experts offer comparative optimization strategies for RISC and for the new Explicitly Parallel Instruction Computing (EPIC) design used in Intel IA-64 processors. Using many practical examples, they offer specific techniques for: Predicting and measuring performance - and identifying your best optimization opportunities Storage optimization: cache, system memory, virtual memory, and I/0 Parallel processing: distributed-memory and shared-memory (SMP and ccNUMA) Compilers and loop optimization Enhancing parallelism: compiler directives, threads, and message passing Mathematical libraries and algorithms Whether you're a developer, ISV, or technical researcher, if you need to optimize high-performance software on today's leading processors, one book delivers the advanced techniques and code examples you need: Software Optimization for High Performance Computing.
Introduction To Derivative Free Optimization
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Author : Andrew R. Conn
language : en
Publisher: SIAM
Release Date : 2009-04-16
Introduction To Derivative Free Optimization written by Andrew R. Conn and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-16 with Mathematics categories.
The first contemporary comprehensive treatment of optimization without derivatives. This text explains how sampling and model techniques are used in derivative-free methods and how they are designed to solve optimization problems. It is designed to be readily accessible to both researchers and those with a modest background in computational mathematics.
Optimization Software Class Libraries
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Author : Stefan Voß
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-12-17
Optimization Software Class Libraries written by Stefan Voß and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-12-17 with Computers categories.
Optimization problems in practice are diverse and evolve over time, giving rise to - quirements both for ready-to-use optimization software packages and for optimization software libraries, which provide more or less adaptable building blocks for app- cation-specific software systems. In order to apply optimization methods to a new type of problem, corresponding models and algorithms have to be “coded” so that they are accessible to a computer. One way to achieve this step is the use of a mod- ing language. Such modeling systems provide an excellent interface between models and solvers, but only for a limited range of model types (in some cases, for example, linear) due, in part, to limitations imposed by the solvers. Furthermore, while m- eling systems especially for heuristic search are an active research topic, it is still an open question as to whether such an approach may be generally successful. Modeling languages treat the solvers as a “black box” with numerous controls. Due to variations, for example, with respect to the pursued objective or specific problem properties, - dressing real-world problems often requires special purpose methods. Thus, we are faced with the difficulty of efficiently adapting and applying appropriate methods to these problems. Optimization software libraries are intended to make it relatively easy and cost effective to incorporate advanced planning methods in application-specific software systems. A general classification provides a distinction between callable packages, nume- cal libraries, and component libraries.
Algorithms For Optimization
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Author : Mykel J. Kochenderfer
language : en
Publisher: MIT Press
Release Date : 2019-03-12
Algorithms For Optimization written by Mykel J. Kochenderfer and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-12 with Computers categories.
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.
Inventory Optimization A Complete Guide To Achieving Greater Profitability
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Author : Le Van De
language : en
Publisher: ABC Consulting Group
Release Date : 2025-05-17
Inventory Optimization A Complete Guide To Achieving Greater Profitability written by Le Van De and has been published by ABC Consulting Group this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-17 with Business & Economics categories.
In the intricate world of business, inventory management is often seen as a necessary evil, a complex task that must be endured to keep the gears of commerce turning. However, this perception overlooks the strategic power of inventory, its potential to not only drive efficiency but also to fuel profitability and enhance customer satisfaction. This book, Inventory Optimization: A Complete Guide to Achieving Greater Profitability,serves as a comprehensive guide to unlocking the full potential of inventory management. It's a journey that will challenge conventional wisdom, dispel outdated notions, and equip you with the knowledge and tools to transform your inventory from a cost center into a profit-driving engine. We'll embark on a deep dive into the symbiotic relationship between marketing and inventory management, exploring how a robust marketing foundation can revolutionize your inventory operations. You'll discover how to bridge the gap between market demands and inventory levels, avoiding the costly pitfalls of stockouts and excess inventory. We'll deconstruct Dell's innovative Push-Pull strategy, a masterclass in agile inventory management that combines the efficiency of push strategies with the responsiveness of pull strategies. You'll learn how to adapt the core principles of this strategy to your own business, minimizing inventory holding costs while maximizing responsiveness to customer demands. We'll explore the Min-Max inventory strategy, a safety net for uncertain demand that helps you strike the delicate balance between preparedness and efficiency. You'll gain insights into the true costs associated with holding inventory, the benefits of mitigating stockouts, and the strategic considerations for implementing Min-Max effectively. We'll go beyond the basics to explore advanced inventory management techniques, such as BOM substructure analysis, a powerful tool for reducing design costs and optimizing inventory by leveraging common components across multiple products. You'll discover how to identify and implement standardized components, streamline production processes, and enhance overall competitiveness. We'll also delve into the often-overlooked costs associated with custom designs, including inventory carrying costs and receivable financing costs. You'll learn how to track and manage these costs, negotiate favorable terms with customers, and protect your bottom line in the face of change requests and unforeseen circumstances. This book is not just a theoretical treatise on inventory management; it's a practical guide filled with actionable strategies, real-world examples, and insightful case studies. Whether you're a seasoned supply chain professional or a business owner seeking to improve your inventory operations, this book will provide you with the knowledge and tools you need to achieve inventory optimization and drive greater profitability.
Numerical Methods And Optimization
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Author : Éric Walter
language : en
Publisher: Springer
Release Date : 2014-07-22
Numerical Methods And Optimization written by Éric Walter and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-22 with Technology & Engineering categories.
Initial training in pure and applied sciences tends to present problem-solving as the process of elaborating explicit closed-form solutions from basic principles, and then using these solutions in numerical applications. This approach is only applicable to very limited classes of problems that are simple enough for such closed-form solutions to exist. Unfortunately, most real-life problems are too complex to be amenable to this type of treatment. Numerical Methods – a Consumer Guide presents methods for dealing with them. Shifting the paradigm from formal calculus to numerical computation, the text makes it possible for the reader to · discover how to escape the dictatorship of those particular cases that are simple enough to receive a closed-form solution, and thus gain the ability to solve complex, real-life problems; · understand the principles behind recognized algorithms used in state-of-the-art numerical software; · learn the advantages and limitations of these algorithms, to facilitate the choice of which pre-existing bricks to assemble for solving a given problem; and · acquire methods that allow a critical assessment of numerical results. Numerical Methods – a Consumer Guide will be of interest to engineers and researchers who solve problems numerically with computers or supervise people doing so, and to students of both engineering and applied mathematics.
Power7 And Power7 Optimization And Tuning Guide
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Author : Brian Hall
language : en
Publisher: IBM Redbooks
Release Date : 2013-03-04
Power7 And Power7 Optimization And Tuning Guide written by Brian Hall and has been published by IBM Redbooks this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-04 with Computers categories.
This IBM® Redbooks® publication provides advice and technical information about optimizing and tuning application code to run on systems that are based on the IBM POWER7® and POWER7+TM processors. This advice is drawn from application optimization efforts across many different types of code that runs under the IBM AIX® and Linux operating systems, focusing on the more pervasive performance opportunities that are identified, and how to capitalize on them. The technical information was developed by a set of domain experts at IBM. The focus of this book is to gather the right technical information, and lay out simple guidance for optimizing code performance on the IBM POWER7 and POWER7+ systems that run the AIX or Linux operating systems. This book contains a large amount of straightforward performance optimization that can be performed with minimal effort and without previous experience or in-depth knowledge. This optimization work can: Improve the performance of the application that is being optimized for the POWER7 system Carry over improvements to systems that are based on related processor chips Improve performance on other platforms The audience of this book is those personnel who are responsible for performing migration and implementation activities on IBM POWER7-based servers, which includes system administrators, system architects, network administrators, information architects, and database administrators (DBAs).