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Optimization: algorithms and applications
Choose the Correct Solution Method for Your Optimization ProblemOptimization: Algorithms and Applications presents a variety of solution techniques for optimization problems, emphasizing concepts rather than rigorous mathematical details and proofs. The book covers both gradient and stochastic metho...
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| Lenguaje: | eng |
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CRC Press
2015
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| Acceso en línea: | http://cds.cern.ch/record/2024715 |
| _version_ | 1780947158120267776 |
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| author | Arora, Rajesh Kumar |
| author_facet | Arora, Rajesh Kumar |
| author_sort | Arora, Rajesh Kumar |
| collection | CERN |
| description | Choose the Correct Solution Method for Your Optimization ProblemOptimization: Algorithms and Applications presents a variety of solution techniques for optimization problems, emphasizing concepts rather than rigorous mathematical details and proofs. The book covers both gradient and stochastic methods as solution techniques for unconstrained and constrained optimization problems. It discusses the conjugate gradient method, Broyden-Fletcher-Goldfarb-Shanno algorithm, Powell method, penalty function, augmented Lagrange multiplier method, sequential quadratic programming, method of feasible direc |
| id | cern-2024715 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2015 |
| publisher | CRC Press |
| record_format | invenio |
| spelling | cern-20247152021-04-21T20:11:27Zhttp://cds.cern.ch/record/2024715engArora, Rajesh KumarOptimization: algorithms and applicationsMathematical Physics and MathematicsChoose the Correct Solution Method for Your Optimization ProblemOptimization: Algorithms and Applications presents a variety of solution techniques for optimization problems, emphasizing concepts rather than rigorous mathematical details and proofs. The book covers both gradient and stochastic methods as solution techniques for unconstrained and constrained optimization problems. It discusses the conjugate gradient method, Broyden-Fletcher-Goldfarb-Shanno algorithm, Powell method, penalty function, augmented Lagrange multiplier method, sequential quadratic programming, method of feasible direcCRC Pressoai:cds.cern.ch:20247152015 |
| spellingShingle | Mathematical Physics and Mathematics Arora, Rajesh Kumar Optimization: algorithms and applications |
| title | Optimization: algorithms and applications |
| title_full | Optimization: algorithms and applications |
| title_fullStr | Optimization: algorithms and applications |
| title_full_unstemmed | Optimization: algorithms and applications |
| title_short | Optimization: algorithms and applications |
| title_sort | optimization: algorithms and applications |
| topic | Mathematical Physics and Mathematics |
| url | http://cds.cern.ch/record/2024715 |
| work_keys_str_mv | AT arorarajeshkumar optimizationalgorithmsandapplications |