Stochastic Optimization : Seeing the Optimal for the Uncertain

By: Contributor(s): Material type: ArticleArticleLanguage: English Publication details: IntechOpen 2011Description: 1 electronic resource (490 p.)ISBN:
  • 623
  • 9789533078298
  • 9789535155171
Subject(s): Online resources: Summary: Stochastic Optimization Algorithms have become essential tools in solving a wide range of difficult and critical optimization problems. Such methods are able to find the optimum solution of a problem with uncertain elements or to algorithmically incorporate uncertainty to solve a deterministic problem. They even succeed in fighting uncertainty with uncertainty. This book discusses theoretical aspects of many such algorithms and covers their application in various scientific fields.
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Stochastic Optimization Algorithms have become essential tools in solving a wide range of difficult and critical optimization problems. Such methods are able to find the optimum solution of a problem with uncertain elements or to algorithmically incorporate uncertainty to solve a deterministic problem. They even succeed in fighting uncertainty with uncertainty. This book discusses theoretical aspects of many such algorithms and covers their application in various scientific fields.

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