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Guided Randomness in Optimization [2015]
- 1
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Randomness in Optimization
- 3
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Necessary Risk
- 13
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Random Number Generators (RNGs)
- 33
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The Effects of Randomness
- 49
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Optimizer Comparison
- 53
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Algorithms and Optimizers
- 69
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Performance Criteria
- 109
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Comparing Optimizers
- 131
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Appendices
- 133
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Mathematical Notions
- 139
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Biases and Signatures
- 147
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A Pseudo‐Scientific Article
- 155
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Common Mistakes
- 159
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Unnecessary Randomness? List‐based Optimizers
- 167
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Problems
- 173
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Source Codes
- 285
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Bibliography
- 293
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Index
- 295
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Other Titles from ISTE in Computer Engineering
- i
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Front Matter