Beam Search - Fundamentals and Applications
Fouad Sabry
Verlag: One Billion Knowledgeable
Beschreibung
What Is Beam Search In the field of computer science, beam search refers to a heuristic search technique that investigates a graph by extending the node that appears to have the greatest potential among a restricted group. The memory requirements of best-first search can be reduced with the use of an optimization called beam search. The best-first search is a type of graph search that arranges all of the partial solutions (states) in some order determined by a heuristic. However, in beam search, only a certain number of the best partial solutions are maintained as candidates. This number is specified in advance. This means that the algorithm is greedy. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Beam search Chapter 2: Heuristic (computer science) Chapter 3: Search algorithm Chapter 4: Best-first search Chapter 5: Greedy algorithm Chapter 6: Breadth-first search Chapter 7: Tree traversal Chapter 8: Machine translation Chapter 9: Neural machine translation Chapter 10: Raj Reddy (II) Answering the public top questions about beam search. (III) Real world examples for the usage of beam search in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of beam search' 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 beam search.
