Hill Climbing: Fundamentals and Applications
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What Is Hill Climbing
Hill climbing is a method of mathematical optimization that is used in numerical analysis. It is a member of the family of techniques known as local search. It is an iterative algorithm that begins with an arbitrary solution to a problem, and then seeks to discover a better answer by making incremental changes to the initial solution in order to see whether it leads to a better solution. If the change results in a better solution, then another incremental adjustment is made to the new solution, and so on and so forth, until there is no possibility of any further improvements being found.
How You Will Benefit
(I) Insights, and validations about the following topics:
Chapter 1: Hill climbing
Chapter 2: Gradient descent
Chapter 3: Greedy algorithm
Chapter 4: Mean shift
Chapter 5: A* search algorithm
Chapter 6: Mathematical optimization
Chapter 7: Local search (optimization)
Chapter 8: Iterative method
Chapter 9: Travelling salesman problem
Chapter 10: Local optimum
(II) Answering the public top questions about hill climbing.
(III) Real world examples for the usage of hill climbing in many fields.
(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of hill climbing' technologies.
Who This Book Is For
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of hill climbing.
Tentang pengarang
Fouad Sabry is the former Regional Head of Business Development for Applications at HP in Southern Europe, Middle East, and Africa (SEMEA). Fouad has received his B.Sc. of Computer Systems and Automatic Control in 1996, dual masterâs degrees from University of Melbourne (UoM) in Australia, Master of Business Administration (MBA) in 2008, and Master of Management in Information Technology (MMIT) in 2010.
Fouad has more than 20 years of experience in Information Technology and Telecommunications fields, working in local, regional, and international companies, such as Vodafone and IBM in Middle East and Africa (MEA) region. Fouad joined HP Middle East (ME), based in Dubai, United Arab Emirates (UAE) in 2013 and helped develop the software business in tens of markets across Southern Europe, Middle East, and Africa (SEMEA) regions. Currently, Fouad is an entrepreneur, author, futurist, focused on Emerging Technologies, and Industry Solutions, and founder of One Billion Knowledgeable (1BK) Initiative.
