"It was a wonderful experience interacting with you and appreciate the way you have planned and executed the whole publication process within the agreed timelines.”
Subrat SaurabhAuthor of Kuch Woh Pal
Delve into the heart of computational thinking with this book. From fundamental concepts to advanced techniques, this book offers clear explanations, engaging visualizations, and hands-on Python code for every algorithm. Explore the essential searching algorithms with a minimal implementation approach. Access the complete source code on GitHub for further exploration.
This book is organized into six parts:
Basic Search Algorithms - Linear search, Binary Search, Ternary Search, Jump Search, Indexed Sequential Search, Interpolation Search, Exponential Search, Fibonacci Search, Hash-Based Search, Hash Table Search, Bloom Filter and Cuckoo Filter
AI Search Algorithms - Hill Climbing Algorithm, Monte Carlo Tree Search (MCTS), Simulated Annealing, Branch and Bound Algorithms, Tabu search, Beam search, Iterative Deepening Depth-First Search (IDDFS), Ant Colony Optimization (ACO), Nearest Neighbor Search
Graph Search Algorithms - Basics, Depth First Search (DFS), Breadth-first search (BFS), Uniform Cost Search, Greedy Best-First Search, A* Search Algorithm, B* Search Algorithm, Dijkstra’s algorithm, Bidirectional Search, Kruskal’s Algorithm, Prim’s Algorithm, Floyd-Warshall algorithm, The Bellman-Ford algorithm
Text and String Matching Algorithms - Suffix Array, Boyer-Moore Algorithm, Knuth-Morris-Pratt (KMP) Algorithm, Rabin-Karp Algorithm, Levenshtein distance
Data Structures for Search - Trie search, Ternary Search Tree (TST), Stack, Heap, P-Queue and more
Muthukrishnan
At the time of writing this book, Muthukrishnan has over 15 years of hands-on expertise in crafting complex software solutions, encompassing artificial intelligence, computer vision, algorithms, data structures, and a variety of programming languages. He holds multiple patents and has worked in various startups throughout his career, including one he built himself, offering valuable exposure to the startup world. Presently, he holds a technical leadership position as an engineering manager, overseeing a team of software engineers developing intricate software systems intended for use by millions worldwide.
