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1
Theory of randomized search heuristics : foundations and recent developments
Published 2011Full text (MFA users only)
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Algorithmic Puzzles.
Published 2011Table of Contents: “…-- General strategies for algorithm design -- Analysis techniques -- Easier puzzles (#1 to #50) -- Puzzles of medium difficulty (#51 to #110) -- Harder puzzles (#111 to #150) -- Hints -- Solutions -- References -- Design stragety and analysis index.…”
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Probability and Algorithms.
Published 1900Table of Contents: “…""PROBABILITY AND ALGORITHMS""; ""Copyright""; ""Preface""; ""Contents""; ""1. …”
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Algorithmic composition : a guide to composing music with Nyquist
Published 2013Full text (MFA users only)
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Pathway modeling and algorithm research
Published 2011Table of Contents: “…PATHWAY MODELING AND ALGORITHM RESEARCH; PATHWAY MODELING AND ALGORITHM RESEARCH; Contents; Preface; Biological Pathways and Their Modeling; Abstract; 1. …”
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An Introduction to Algorithmic Trading : Basic to Advanced Strategies.
Published 2011Table of Contents: “…Introduction to trading algorithms. History ; All about trading algorithms you ever wanted to know ... ; Algos defined and explained ; Who uses and provides algos ; Why have they become mainstream so quickly? …”
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An introduction to the analysis of algorithms
Published 2012Table of Contents: “…Notes -- 2. Greedy algorithms. 2.1. Minimum cost spanning trees. 2.2. Jobs with deadlines and profits. 2.3. …”
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Security of block ciphers : from algorithm design to hardware implementation
Published 2015Full text (MFA users only)
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Pattern Recognition.
Published 2008Table of Contents: “…Chapter 13 Clustering Algorithms II: Hierarchical AlgorithmsChapter 14 Clustering Algorithms III: Schemes Based on Function Optimization; Chapter 15 Clustering Algorithms IV; Chapter 16 Cluster Validity; Appendix A Hints from Probability and Statistics; Appendix B Linear Algebra Basics; Appendix C Cost Function Optimization; Appendix D Basic Definitions from Linear Systems Theory; Index.…”
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C# Data Structures and Algorithms : Explore the possibilities of C# for developing a variety of efficient applications.
Published 2018Table of Contents: “…InsertionRemoval; Example -- BST visualization; AVL trees; Implementation; Example -- keep the tree balanced; Red-black trees; Implementation; Example -- RBT-related features; Binary heaps; Implementation; Example -- heap sort; Binomial heaps; Fibonacci heaps; Summary; Chapter 6: Exploring Graphs; Concept of graphs; Applications; Representation; Adjacency list; Adjacency matrix; Implementation; Node; Edge; Graph; Example -- undirected and unweighted edges; Example -- directed and weighted edges; Traversal; Depth-first search; Breadth-first search; Minimum spanning tree; Kruskal's algorithm.…”
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Optimization of Computer Networks : Modeling and Algorithms: a Hands-On Approach.
Published 2016Table of Contents: “…7.1 Introduction -- 7.2 Node Location Problems -- 7.3 Full Topology Design Problems -- 7.4 Multilayer Network Design -- 7.5 Notes and Sources -- 7.6 Exercises -- References -- Part Two: Algorithms -- Chapter 8: Gradient Algorithms in Network Design -- 8.1 Introduction -- 8.2 Convergence Rates -- 8.3 Projected Gradient Methods -- 8.4 Asynchronous and Distributed Algorithm Implementations -- 8.5 Non-Smooth Functions -- 8.6 Stochastic Gradient Methods -- 8.7 Stopping Criteria -- 8.8 Algorithm Design Hints -- 8.9 Notes and Sources -- 8.10 Exercises -- References…”
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Network Routing : Algorithms, Protocols, and Architectures.
Published 2017Table of Contents: “…2.7.2 Distance Vector-Based Approach2.8 Shortest Widest Path and Widest Shortest Path; 2.9 Tree, Spanning Tree, and Steiner Tree Algorithms; 2.9.1 Spanning Tree: Breadth First Search and Depth First Search; 2.9.2 Minimum Spanning Tree; 2.9.3 Steiner Tree; 2.10 k-Shortest Paths Algorithm; 2.11 Summary; Further Lookup; Exercises; 3 Routing Protocols: Framework and Principles; 3.1 Routing Protocol, Routing Algorithm, and Routing Table; 3.2 Routing Information Representation and Protocol Messages; 3.3 Distance Vector Routing Protocol; 3.3.1 Conceptual Framework and Illustration.…”
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Introduction to programming : learn to program in Java with data structures, algorithms, and logic
Published 2018Full text (MFA users only)
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Network and discrete location : models, algorithms, and applications
Published 2013Full text (MFA users only)
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