How to Solve It: Modern Heuristics
Title | How to Solve It: Modern Heuristics PDF eBook |
Author | Zbigniew Michalewicz |
Publisher | Springer Science & Business Media |
Total Pages | 560 |
Release | 2013-03-14 |
Genre | Computers |
ISBN | 3662078074 |
No pleasure lasts long unless there is variety in it. Publilius Syrus, Moral Sayings We've been very fortunate to receive fantastic feedback from our readers during the last four years, since the first edition of How to Solve It: Modern Heuristics was published in 1999. It's heartening to know that so many people appreciated the book and, even more importantly, were using the book to help them solve their problems. One professor, who published a review of the book, said that his students had given the best course reviews he'd seen in 15 years when using our text. There can be hardly any better praise, except to add that one of the book reviews published in a SIAM journal received the best review award as well. We greatly appreciate your kind words and personal comments that you sent, including the few cases where you found some typographical or other errors. Thank you all for this wonderful support.
How to Solve It: Modern Heuristics
Title | How to Solve It: Modern Heuristics PDF eBook |
Author | Zbigniew Michalewicz |
Publisher | Springer Science & Business Media |
Total Pages | 472 |
Release | 2013-03-14 |
Genre | Computers |
ISBN | 3662041316 |
This book is the only source that provides a systematic, integrated introduction to problem solving using modern heuristics, presenting the state-of-the-art in both numerical and analytic methods. It covers classic methods of optimization, including dynamic programming, the simplex method, and gradient techniques, as well as recent innovations such as simulated annealing, tabu search, and evolutionary computation. Integrated into the discourse is a series of problems and puzzles to challenge the reader. Written in a lively, engaging style, readers will learn how to use some of the most powerful problem solving tools currently available.
Design of Modern Heuristics
Title | Design of Modern Heuristics PDF eBook |
Author | Franz Rothlauf |
Publisher | Springer Science & Business Media |
Total Pages | 268 |
Release | 2011-07-17 |
Genre | Computers |
ISBN | 3540729623 |
Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches. The author takes a different approach in this textbook by focusing on the users' needs and answering three fundamental questions: First, he tells us which problems modern heuristics are expected to perform well on, and which should be left to traditional optimization methods. Second, he teaches us to systematically design the "right" modern heuristic for a particular problem by providing a coherent view on design elements and working principles. Third, he shows how we can make use of problem-specific knowledge for the design of efficient and effective modern heuristics that solve not only small toy problems but also perform well on large real-world problems. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use.
Modern Heuristic Techniques for Combinatorial Problems
Title | Modern Heuristic Techniques for Combinatorial Problems PDF eBook |
Author | C. R. Reeves |
Publisher | John Wiley & Sons |
Total Pages | 344 |
Release | 1993-05-11 |
Genre | Mathematics |
ISBN |
Experienced researchers describe the latest types of heuristic procedures. Artificial networks, simulated annealing, Tabu search, Lagrangean relaxation, genetic algorithms and evaluation of heuristics are among the subjects discussed.
Modern Heuristic Optimization Techniques
Title | Modern Heuristic Optimization Techniques PDF eBook |
Author | Kwang Y. Lee |
Publisher | John Wiley & Sons |
Total Pages | 616 |
Release | 2008-01-28 |
Genre | Technology & Engineering |
ISBN | 0470225858 |
This book explores how developing solutions with heuristic tools offers two major advantages: shortened development time and more robust systems. It begins with an overview of modern heuristic techniques and goes on to cover specific applications of heuristic approaches to power system problems, such as security assessment, optimal power flow, power system scheduling and operational planning, power generation expansion planning, reactive power planning, transmission and distribution planning, network reconfiguration, power system control, and hybrid systems of heuristic methods.
121 Heuristics for Solving Problems
Title | 121 Heuristics for Solving Problems PDF eBook |
Author | Marco Aurelio de Carvalho |
Publisher | Lulu.com |
Total Pages | 348 |
Release | 2004-11-01 |
Genre | Technology & Engineering |
ISBN | 1411616898 |
Creative solutions are easily recognizable, after they have been created. But how to attain them? This book is about a promising approach to creative problem solving - the use of heuristics. The main purpose of an heuristic is to make problem solving more efficient, by making past experience - which could guide the generation of new solutions - promptly available. The heuristic approach is widely used in TRIZ (the Theory of Inventive Problem Solving), which is becoming increasingly popular worldwide. Successful results of using heuristics have been reported by companies such as ABB, Bosch, General Motors, Ford, Mitsubishi, Philips, Siemens, among others. With this book, the reader will be able to: - Understand the 121 Heuristics for problem solving, both from their descriptions and from selected examples; - Find the more promising Heuristic(s) for the solution of his/her problems; - Apply the heuristics and find creative solutions to his/her problems.
How to Solve it
Title | How to Solve it PDF eBook |
Author | George PĆ³lya |
Publisher | Princeton University Press |
Total Pages | 288 |
Release | 2014 |
Genre | Mathematics |
ISBN | 069116407X |
"Polya reveals how the mathematical method of demonstrating a proof or finding an unknown can be of help in attacking any problem that can be "reasoned" out--from building a bridge to winning a game of anagrams."--Back cover.