Search Results - (((((((ant OR wanting) OR santis) OR wint) OR cantor) OR anne) OR place) OR hints) algorithms.
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1
Ant Colony Optimization and Constraint Programming.
Published 2013Table of Contents: “…Constraint programming; 1.1.2. Ant colony optimization; 1.1.3. Constraint programming with ant colony optimization; Chapter 2. …”
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Theory of randomized search heuristics : foundations and recent developments
Published 2011Table of Contents: “…Runtime Analysis of Evolutionary Algorithms for Discrete Optimization Peter S. Oliveto and Xin Yao; 3. …”
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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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Design of distributed and robust optimization algorithms.
Published 2020Full text (MFA users only)
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Optimization algorithms on matrix manifolds
Published 2008Full text (MFA users only)
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Swarm intelligence and bio-inspired computation : theory and applications
Published 2013Full text (MFA users only)
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Ant colony optimization
Published 2004Table of Contents: “…Preface; Acknowledgments; 1 -- From Real to Artificial Ants; 2 -- The Ant Colony Optimization Metaheuristic; 3 -- Ant Colony Optimization Algorithms for the Traveling Salesman Problem; 4 -- Ant Colony Optimization Theory; 5 -- Ant Colony Optimization for NP-Hard Problems; 6 -- AntNet: An ACO Algorithm for Data Network Routing; 7 -- Conclusions and Prospects for the Future; Appendix: Sources of Information about the ACO Field; References; Index.…”
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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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Swarm Intelligence Algorithms : Modifications and Applications.
Published 2020Table of Contents: “…-- 1.2.3 Pseudo-code of standard ACO algorithm -- 1.3 Modified variants of ant colony optimization -- 1.3.1 Elitist ant systems -- 1.3.2 Ant colony system -- 1.3.3 Max-min ant system -- 1.3.4 Rank based ant systems -- 1.3.5 Continuous orthogonal ant systems…”
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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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The Algorithmic Code of Ethics : Ethics at Bedside of Digital Revolution.
Published 2018Table of Contents: “…An algorithm's ethical rules; 3.4. Ethical evaluation of algorithmic processing; 3.4.1. …”
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An introduction to the analysis of algorithms
Published 2012Full text (MFA users only)
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Responsible Data Science : transparency and fairness in algorithms
Published 2021Table of Contents: “…Data-Centric Models 20 -- Holdout Sample and Cross-Validation 20 -- Overfitting 21 -- Unsupervised Learning 22 -- The Ethical Challenge of Black Boxes 23 -- Two Opposing Forces 24 -- Pressure for More Powerful AI 24 -- Public Resistance and Anxiety 24 -- Summary 25 -- Chapter 2 Background: Modeling and the Black-Box Algorithm 27 -- Assessing Model Performance 27 -- Predicting Class Membership 28 -- The Rare Class Problem 28 -- Lift and Gains 28 -- Area Under the Curve 29 -- AUC vs. …”
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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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