CME 323: Distributed Algorithms and Optimization, Spring 2015 http://stanford.edu/~rezab/dao. Instructor: Reza Zadeh, Databricks and Stanford. Lecture 11, Schmit.

Source URL: stanford.edu

• Stochastic optimization
• Operations research
• Stochastic gradient descent
• Gradient descent
• K-means++
• Expectation–maximization algorithm
• K-means clustering
• Mathematical optimization
• Numerical analysis
• Statistics
• Mathematics

Ant Foraging Revisited Liviu A. Panait and Sean Luke George Mason University, Fairfax, VA 22030 , Abstract

Source URL: cs.gmu.edu

• Stochastic optimization
• Zoology
• Myrmicinae
• Pheromone
• Ant
• Swarm behaviour
• Stigmergy
• Honey bee pheromones
• Leafcutter ant
• Biology
• Symbiosis
• Ant colony optimization algorithms

Constrained Stochastic Gradient Descent for Large-scale Least Squares Problem Yang Mu University of Massachusetts Boston 100 Morrissey Boulevard

Source URL: www.cs.umb.edu

• Regression analysis
• Stochastic optimization
• Operations research
• Digital signal processing
• Filter theory
• Stochastic gradient descent
• ADALINE
• Mathematical optimization
• Least mean squares filter
• Numerical analysis
• Statistics
• Mathematics

Evolutionary Dynamics of Ant Colony Optimization Haitham Bou Ammar, Karl Tuyls, and Michael Kaisers Maastricht University, P.O. Box 616, 6200 MD Maastricht, The Netherlands Abstract. Swarm intelligence has been successfu

Source URL: michaelkaisers.com

• Markov processes
• Biology
• Probability and statistics
• Multi-agent systems
• Ant colony optimization algorithms
• Stochastic optimization
• Swarm intelligence
• Replicator equation
• Markov chain
• Markov models
• Evolutionary dynamics
• Statistics

Dynamic fluid-based scheduling in a multi-class abandonment queue M. Larra˜ naga2,5 , U. Ayesta2,3,4,5 , I.M. Verloop1,5 1 CNRS, IRIT, Toulouse, France. 2

Source URL: verloop.perso.enseeiht.fr

• Operations research
• Stochastic processes
• Dynamic programming
• Queueing theory
• Optimal control
• Asymptotically optimal algorithm
• Markov decision process
• Fluid queue
• Prey switching
• Statistics
• Mathematical sciences
• Mathematical optimization

Weimar Optimization and Stochastic Days

Source URL: www.dynardo.de

Berlin Center for Studies of Complex Chemical Systems Fritz-Haber-Institut der Max-Planck-Gesellschaft, Humboldt-Universität, Max-Delbrück-Centrum für Molekulare Medizin, Otto-von-Guericke-Universität Magdeburg, Phys

Source URL: www.bcsccs.de

• Physikalisch-Technische Bundesanstalt
• Extremal optimization
• Stochastic tunneling
• Mathematical analysis
• Science
• Applied mathematics
• Mathematical optimization
• Global optimization
• Stochastic optimization

Macroeconomies as Constructively Rational Games Ekaterina Sinitskaya and Leigh Tesfatsion Department of Economics, Iowa State University Ames, Iowa ,

Source URL: www2.econ.iastate.edu

• Mathematical economics
• Macroeconomic model
• General equilibrium theory
• Computational economics
• Bellman equation
• Dynamic stochastic general equilibrium
• Agent
• Mathematical optimization
• Economic model
• Economics
• Macroeconomics
• New classical macroeconomics

Parallel Branch-and-Bound for Two-Stage Stochastic Integer Optimization Akhil Langer‡ , Ramprasad Venkataraman‡ , Udatta Palekar∗ , Laxmikant V. Kale‡ ‡ Department of Computer Science, ∗ College of Business

Source URL: charm.cs.illinois.edu

• Theoretical computer science
• Linear programming
• Mathematical optimization
• Travelling salesman problem
• Stochastic programming
• Search algorithm
• Stochastic optimization
• Sudoku algorithms
• Operations research
• Mathematics
• Applied mathematics

Stochastic and fluid index policies for resource allocation problems M. Larran˜aga1,2,5 , U. Ayesta2,3,4,5 , I.M. Verloop1,5 IRIT, 2 rue C. Carmichel, FToulouse, France. 2 CNRS, LAAS, 7 avenue du colonel Roche, F

Source URL: verloop.perso.enseeiht.fr

• Systems theory
• Dynamic programming
• Operations research
• Equations
• Optimal control
• Bellman equation
• Multi-armed bandit
• Markov decision process
• Relaxation
• Statistics
• Mathematical optimization
• Control theory