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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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Genetic Algorithms : Concepts and Designs.
Published 1999Table of Contents: “…Genetic Algorithms in Production Planning and Scheduling Problems; 10. …”
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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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Algorithmic composition : a guide to composing music with Nyquist
Published 2013Full text (MFA users only)
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Offshore wind energy technology
Published 2018Table of Contents: “…4 Fixed and Floating Offshore Wind Turbine Support Structures4.1 Introduction; 4.2 Bottom-fixed Support Structures; 4.3 Floating Support Structures; 4.4 Design Considerations; 4.5 Conceptual Design; 4.6 Loads in the Marine Environment; 4.7 Global Dynamic Analysis of Offshore Wind Turbines; 4.8 Conclusions; 4.9 References; 5 Offshore Wind Turbine Controls; 5.1 Control Objectives, Sensors and Actuators; 5.2 Control Algorithms; 5.3 A Linear Aeroelastic Loads Model for Closed-loop System Dynamics; 5.4 Basic Rotor Speed Control in Operating Regions I and II; 5.5 Active Damping and Load Reduction.…”
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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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Algorithms and architectures of artificial intelligence
Published 2007Table of Contents: “…Language of algorithms -- Knowledge Handling -- Search -- Learning and Decision Making -- Problem Solving and Planning.…”
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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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Computer search algorithms
Published 2011Table of Contents: “…THE FREQUENCY PLANNING PROBLEM IN GSM NETWORKS Mathematical Description ; HEURISTIC SEARCHES INCLUDED IN OUR STUDY ; The Genetic Algorithm ; The Scatter Search Heuristic ; The Population Based Incremental Learning ; The Greedy Randomized Adaptive Search Procedure ; EXPERIMENTAL EVALUATION AND RESULTS ; Empirical Results ; CONCLUSION AND FUTURE WORK ; ACKNOWLEDGMENTS ; REFERENCES ; EMERGENCE AND ADVANCES OF QUANTUM SEARCH; BACKGROUND ; AN INTRODUCTION TO QUANTUM COMPUTATION ; Quantum Search Algorithm ; A Quantum Oracle ; Grover's Search Algorithm ; Optimality of Grover's Algorithm.…”
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Machine Learning Algorithms and Applications.
Published 2021Table of Contents: “…2.4 Dataset Generation -- 2.5 Results -- 2.6 Conclusion -- Acknowledgment -- References -- 3 A Wind Speed Prediction System Using Deep Neural Networks -- 3.1 Introduction -- 3.2 Methodology -- 3.3 Results and Discussions -- 3.4 Conclusion -- References -- 4 Res-SE-Net: Boosting Performance of ResNets by Enhancing Bridge Connections -- 4.1 Introduction -- 4.2 Related Work -- 4.3 Preliminaries -- 4.4 Proposed Model -- 4.5 Experiments -- 4.6 Results -- 4.7 Conclusion -- References -- 5 Sakshi Aggarwal, Navjot Singh and K.K. …”
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Heuristic search : theory and applications
Published 2012Table of Contents: “…Introduction -- Basic search algorithms -- Dictionary data structures -- Automatically created heuristics -- Heuristic search under memory constraints. …”
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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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Genetic Algorithms + Data Structures = Evolution Programs
Published 1994Table of Contents: “…I. Genetic Algorithms -- 1 GAs: What Are They? -- 2 GAs: How Do They Work? …”
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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: “…Jagged arraysExample -- yearly transport plan; Sorting algorithms; Selection sort; Insertion sort; Bubble sort; Quicksort; Simple lists; Array list; Generic list; Example -- average value; Example -- list of people; Sorted lists; Example -- address book; Linked lists; Example -- book reader; Circular-linked lists; Implementation; Example -- spin the wheel; Summary; Chapter 3: Stacks and Queues; Stacks; Example -- reversing words; Example -- Tower of Hanoi; Queues; Example -- call center with a single consultant; Example -- call center with many consultants; Priority queues.…”
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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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