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Numerica :a modeling language for global optimization
Many science and engineering applications require the user to find solutions to systems of nonlinear constraints or to optimize a nonlinear function subject to nonlinear constraints. The field of global optimization is the study of methods to find all solutions to systems of nonlinear constraints and all global optima to optimization problems. Numerica is modeling language for global optimizati…
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- آئی ایس بی این/آئی ایس ایس این
- 9780262288408
- Collation
- 1 online resource (xvii, 210 pages) :illustrations
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Ant colony optimization
"A Bradford book."An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications.The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The atte…
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- آئی ایس بی این/آئی ایس ایس این
- 9780262256032
- Collation
- 1 online resource (xi, 305 pages) :illustrations
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Perturbations optimization and statistics
A description of perturbation-based methods developed in machine learning to augment novel optimization methods with strong statistical guarantees.In nearly all machine learning, decisions must be made given current knowledge. Surprisingly, making what is believed to be the best decision is not always the best strategy, even when learning in a supervised learning setting. An emerging body of wo…
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- آئی ایس بی این/آئی ایس ایس این
- 9780262337939
- Collation
- 1 online resource (ix, 401 pages).
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Optimization for machine learning
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving to be vital in designing algorithms to extract essential knowledge from hug…
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- آئی ایس بی این/آئی ایس ایس این
- 9780262298773
- Collation
- 1 online resource (ix, 494 pages) :illustrations.
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Optimizing play :why theorycrafting breaks games and how to fix it
"A thoughtful account of how optimization (also known as theorycrafting or the "moneyballing effect") has changed the way we play games from World of Warcraft to soccer"--OCLC-licensed vendor bibliographic record.
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- آئی ایس بی این/آئی ایس ایس این
- 9780262378338
- Collation
- 1 online resource
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Bounded rationality :heuristics, judgment, and public policy
"An accessible and self-contained treatment of the current state of thinking about rationality in economics and other social sciences"--OCLC-licensed vendor bibliographic record.
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- آئی ایس بی این/آئی ایس ایس این
- 0262369664
- Collation
- 1 online resource.
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