Heuristic: Fundamentals and Applications

· Artificial Intelligence 第 116 冊 · One Billion Knowledgeable
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What Is Heuristic

In the fields of mathematical optimization and computer science, a heuristic is a strategy that is designed to solve a problem more rapidly in situations where traditional approaches are either too slow for finding an approximation answer or fail to find any accurate solution. In order to accomplish this, we must sacrifice optimality, completeness, accuracy, or precision in exchange for speed. It is possible to look at it as a short cut in some respects.


How You Will Benefit


(I) Insights, and validations about the following topics:


Chapter 1: Heuristics in Computer Science


Chapter 2: Greedy Algorithm


Chapter 3: Divide and Conquer Algorithm


Chapter 4: Dynamic Programming


Chapter 5: Branch and Bound


Chapter 6: Backtracking


Chapter 7: A* Search Algorithm


Chapter 8: Simulated Annealing


Chapter 9: Genetic Algorithm


Chapter 10: Swarm Intelligence


(II) Answering the public top questions about heuristic.


(III) Real world examples for the usage of heuristic in many fields.


(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of heuristic' 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 heuristic.

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