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1
Network-Based Distributed Planning Using Coevolutionary Algorithms.
Published 2004Table of Contents: “…Combinatorial optimization. 2.3. Evolutionary algorithms. 2.4. Agents. 2.5. Distributed problem solving -- 3. …”
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Theory of randomized search heuristics : foundations and recent developments
Published 2011Full text (MFA users only)
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Flowchart and Algorithm Basics : The Art of Programming.
Published 2020Full text (MFA users only)
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How to guard an art gallery and other discrete mathematical adventures
Published 2009Table of Contents: “…s Formula: Second Proof -- 2.8 Batting Averages and Lattice Points -- 2.9 Three Dimensions and N-largements -- 2.10 Notes and References -- 2.11 Problems -- 3 How to Guard an Art Gallery -- 3.1 The Sunflower Art Gallery -- 3.2 Art Gallery Problems -- 3.3 The Art Gallery Theorem -- 3.4 Colorful Consequences -- 3.5 Triangular and Chromatic Assumptions -- 3.6 Modern Art Galleries -- 3.7 Art Gallery Sketches -- 3.8 Right-Angled Art Galleries -- 3.9 Guarding the Guards -- 3.10 Three Dimensions and the Octoplex…”
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TensorFlow Reinforcement Learning Quick Start Guide : Get up and Running with Training and Deploying Intelligent, Self-Learning Agents Using Python.
Published 2019Table of Contents: “…; Formulating the RL problem; The relationship between an agent and its environment; Defining the states of the agent; Defining the actions of the agent; Understanding policy, value, and advantage functions; Identifying episodes; Identifying reward functions and the concept of discounted rewards; Rewards; Learning the Markov decision process ; Defining the Bellman equation; On-policy versus off-policy learning…”
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Algorithms for Dummies.
Published 2022Table of Contents: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Getting Started with Algorithms -- Chapter 1 Introducing Algorithms -- Describing Algorithms -- The right way to make toast: Defining algorithm uses -- Finding algorithms everywhere -- Using Computers to Solve Problems -- Getting the most out of modern CPUs and GPUs -- Working with special-purpose chips -- Networks: Sharing is more than caring -- Leveraging available data…”
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Algorithmic composition : a guide to composing music with Nyquist
Published 2013Full text (MFA users only)
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Autonomous agents and multi-agent systems : explorations in learning, self-organization, and adaptive computation
Published 2001Table of Contents: “…Learning. 1.4. Neural agents. 1.5. Evolutionary agents. 1.6. Learning in cooperative agents. 1.7. …”
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Swarm intelligence and bio-inspired computation : theory and applications
Published 2013Full text (MFA users only)
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Parallel Computing Using the Prefix Problem.
Published 1994Table of Contents: “…Preface; Acknowledgments; Part One -- Getting Started; Chapter 1 -- The Prefix Problem And Its Applications; 1.1 The Prefix Problem; 1.2 Why Prefix Problem; 1.3 Exercises; 1.4 Notes and References; Chapter 2 -- Parallel Machines And Models -- An Overview; 2.1 The Need for Parallelism; 2.2 A Classification of Parallel Computers; 2.3 Parallel Models; 2.4 Performance Measures; 2.5 A Parallel Complexity Class; 2.6 Brent's Inequality; 2.7 A Simple Lower Bound; 2.8 Exercises; 2.9 Notes and References; Part Two -- Algorithms For Shared Memory Models.…”
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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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Structural geology algorithms : vectors and tensors
Published 2012Full text (MFA users only)
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Internet congestion control
Published 2015Table of Contents: “…1.2.7 Implicit versus Explicit Indication of Network Congestion1.3 Description of TCP Reno -- 1.3.1 Basic TCP Windowing Operations -- 1.3.2 Window Size Decrements, Part 1: Timer Operation and Timeouts -- 1.3.3 Window Size Increments: Slow Start and Congestion Avoidance -- 1.3.3.1 Slow Start -- 1.3.3.2 Congestion Avoidance -- 1.3.4 Window Size Decrements, Part 2: Fast Retransmit and Fast Recovery -- 1.3.5 TCP New Reno -- 1.3.6 TCP Reno and AIMD -- 1.4 Network Feedback Techniques -- 1.4.1 Passive Queue Management -- 1.4.2 Active Queue Management (AQM)…”
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