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Stochastic Optimization

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Cover of 'Stochastic Optimization'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 General Remarks
  3. Altmetric Badge
    Chapter 2 Exact Optimization Algorithms for Simple Problems
  4. Altmetric Badge
    Chapter 3 Exact Optimization Algorithms for Complex Problems
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    Chapter 4 Monte Carlo
  6. Altmetric Badge
    Chapter 5 Overview of Optimization Heuristics
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    Chapter 6 Implementation of Constraints
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    Chapter 7 Parallelization Strategies
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    Chapter 8 Construction Heuristics
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    Chapter 9 Markovian Improvement Heuristics
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    Chapter 10 Local Search
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    Chapter 11 Ruin & Recreate
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    Chapter 12 Simulated Annealing
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    Chapter 13 Threshold Accepting and Other Algorithms Related to Simulated Annealing
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    Chapter 14 Changing the Energy Landscape
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    Chapter 15 Estimation of Expectation Values
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    Chapter 16 Cooling Techniques
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    Chapter 17 Estimation of Calculation Time Needed
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    Chapter 18 Weakening the Pure Markovian Approach
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    Chapter 19 Neural Networks
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    Chapter 20 Genetic Algorithms and Evolution Strategies
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    Chapter 21 Optimization Algorithms Inspired by Social Animals
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    Chapter 22 Optimization Algorithms Based on Multiagent Systems
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    Chapter 23 Tabu Search
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    Chapter 24 Histogram Algorithms
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    Chapter 25 Searching for Backbones
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    Chapter 26 General Remarks
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    Chapter 27 The Traveling Salesman Problem
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    Chapter 28 Extensions of Traveling Salesman Problem
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    Chapter 29 Application of Construction Heuristics to TSP
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    Chapter 30 Local Search Concepts Applied to TSP
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    Chapter 31 Next Larger Moves Applied to TSP
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    Chapter 32 Ruin & Recreate Applied to TSP
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    Chapter 33 Application of Simulated Annealing to TSP
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    Chapter 34 Dependencies of SA Results on Moves and Cooling Process
  36. Altmetric Badge
    Chapter 35 Application to TSP of Algorithms Related to Simulated Annealing
  37. Altmetric Badge
    Chapter 36 Application of Search Space Smoothing to TSP
  38. Altmetric Badge
    Chapter 37 Further Techniques Changing the Energy Landscape of a TSP
  39. Altmetric Badge
    Chapter 38 Application of Neural Networks to TSP
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    Chapter 39 Application of Genetic Algorithms to TSP
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    Chapter 40 Social Animal Algorithms Applied to TSP
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    Chapter 41 Simulated Trading Applied to TSP
  43. Altmetric Badge
    Chapter 42 Tabu Search Applied to TSP
  44. Altmetric Badge
    Chapter 43 Application of History Algorithms to TSP
  45. Altmetric Badge
    Chapter 44 Application of Searching for Backbones to TSP
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    Chapter 45 Simulating Various Types of Government with Searching for Backbones
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    Chapter 46 The Constraint Satisfaction Problem
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    Chapter 47 Construction Heuristics for CSP
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    Chapter 48 Random Local Iterative Search Heuristics
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    Chapter 49 Belief Propagation and Survey Propagation
  51. Altmetric Badge
    Chapter 50 Future Outlook of Optimization Business
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Citations

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Title
Stochastic Optimization
Published by
Springer Berlin Heidelberg, August 2007
DOI 10.1007/978-3-540-34560-2
ISBNs
978-3-54-034560-2, 978-3-54-034559-6
Authors

Schneider, Johannes Josef, Kirkpatrick, Scott

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Mexico 1 8%
Germany 1 8%
Unknown 10 83%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 5 42%
Student > Doctoral Student 2 17%
Other 1 8%
Student > Bachelor 1 8%
Researcher 1 8%
Other 0 0%
Unknown 2 17%
Readers by discipline Count As %
Engineering 4 33%
Computer Science 2 17%
Earth and Planetary Sciences 1 8%
Mathematics 1 8%
Medicine and Dentistry 1 8%
Other 1 8%
Unknown 2 17%