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Theory of Evolutionary Computation [[electronic resource] ] : Recent Developments in Discrete Optimization / / edited by Benjamin Doerr, Frank Neumann
| Theory of Evolutionary Computation [[electronic resource] ] : Recent Developments in Discrete Optimization / / edited by Benjamin Doerr, Frank Neumann |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XII, 506 p. 27 illus., 17 illus. in color.) |
| Disciplina | 004.0151 |
| Collana | Natural Computing Series |
| Soggetto topico |
Computers
Artificial intelligence Mathematical optimization Operations research Decision making Theory of Computation Artificial Intelligence Optimization Operations Research/Decision Theory |
| ISBN | 3-030-29414-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Probabilistic Tools for the Analysis of Randomized Optimization Heuristics -- Drift Analysis -- Complexity Theory for Discrete Black-Box Optimization Heuristics -- Parameterized Complexity Analysis of Randomized Search Heuristics -- Analysing Stochastic Search Heuristics Operating on a Fixed Budget -- Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices -- Analysis of Evolutionary Algorithms in Dynamic and Stochastic Environments -- The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses -- Theory of Estimation-of-Distribution Algorithms -- Theoretical Foundations of Immune-Inspired Randomized Search Heuristics for Optimization -- Computational Complexity Analysis of Genetic Programming. |
| Record Nr. | UNISA-996465444203316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Theory of Evolutionary Computation : Recent Developments in Discrete Optimization / / edited by Benjamin Doerr, Frank Neumann
| Theory of Evolutionary Computation : Recent Developments in Discrete Optimization / / edited by Benjamin Doerr, Frank Neumann |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XII, 506 p. 27 illus., 17 illus. in color.) |
| Disciplina | 004.0151 |
| Collana | Natural Computing Series |
| Soggetto topico |
Computer science
Artificial intelligence Mathematical optimization Operations research Theory of Computation Artificial Intelligence Optimization Operations Research and Decision Theory |
| ISBN | 3-030-29414-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Probabilistic Tools for the Analysis of Randomized Optimization Heuristics -- Drift Analysis -- Complexity Theory for Discrete Black-Box Optimization Heuristics -- Parameterized Complexity Analysis of Randomized Search Heuristics -- Analysing Stochastic Search Heuristics Operating on a Fixed Budget -- Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices -- Analysis of Evolutionary Algorithms in Dynamic and Stochastic Environments -- The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses -- Theory of Estimation-of-Distribution Algorithms -- Theoretical Foundations of Immune-Inspired Randomized Search Heuristics for Optimization -- Computational Complexity Analysis of Genetic Programming. |
| Record Nr. | UNINA-9910734097603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Theory of randomized search heuristics [[electronic resource] ] : foundations and recent developments / / editors, Anne Auger, Benjamin Doerr
| Theory of randomized search heuristics [[electronic resource] ] : foundations and recent developments / / editors, Anne Auger, Benjamin Doerr |
| Pubbl/distr/stampa | Hackensack, N.J., : World Scientific, 2011 |
| Descrizione fisica | 1 online resource (370 p.) |
| Disciplina |
005.1
153.4/3 |
| Altri autori (Persone) |
AugerAnne
DoerrBenjamin |
| Collana | Series on theoretical computer science |
| Soggetto topico |
Algorithms
Heuristic |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-283-14828-5
9786613148285 981-4282-67-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface; Contents; 1. Analyzing Randomized Search Heuristics: Tools from Probability Theory Benjamin Doerr; 2. Runtime Analysis of Evolutionary Algorithms for Discrete Optimization Peter S. Oliveto and Xin Yao; 3. Evolutionary Computation in Combinatorial Optimization Daniel Johannsen; 4. Theoretical Aspects of Evolutionary Multiobjective Optimization Dimo Brockho; 5. Memetic Evolutionary Algorithms Dirk Sudholt; 6. Simulated Annealing Thomas Jansen; 7. Theory of Particle Swarm Optimization Carsten Witt; 8. Ant Colony Optimization: Recent Developments in Theoretical Analysis Walter J. Gutjahr
9. A "No Free Lunch" Tutorial: Sharpened and Focused No Free Lunch Darrell Whitley and Jonathan Rowe10. Theory of Evolution Strategies: A New Perspective Anne Auger and Nikolaus Hansen; 11. Lower Bounds for Evolution Strategies Olivier Teytaud; Subject Index |
| Record Nr. | UNINA-9910461325103321 |
| Hackensack, N.J., : World Scientific, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Theory of randomized search heuristics [[electronic resource] ] : foundations and recent developments / / editors, Anne Auger, Benjamin Doerr
| Theory of randomized search heuristics [[electronic resource] ] : foundations and recent developments / / editors, Anne Auger, Benjamin Doerr |
| Pubbl/distr/stampa | Hackensack, N.J., : World Scientific, 2011 |
| Descrizione fisica | 1 online resource (370 p.) |
| Disciplina |
005.1
153.4/3 |
| Altri autori (Persone) |
AugerAnne
DoerrBenjamin |
| Collana | Series on theoretical computer science |
| Soggetto topico |
Algorithms
Heuristic |
| ISBN |
1-283-14828-5
9786613148285 981-4282-67-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface; Contents; 1. Analyzing Randomized Search Heuristics: Tools from Probability Theory Benjamin Doerr; 2. Runtime Analysis of Evolutionary Algorithms for Discrete Optimization Peter S. Oliveto and Xin Yao; 3. Evolutionary Computation in Combinatorial Optimization Daniel Johannsen; 4. Theoretical Aspects of Evolutionary Multiobjective Optimization Dimo Brockho; 5. Memetic Evolutionary Algorithms Dirk Sudholt; 6. Simulated Annealing Thomas Jansen; 7. Theory of Particle Swarm Optimization Carsten Witt; 8. Ant Colony Optimization: Recent Developments in Theoretical Analysis Walter J. Gutjahr
9. A "No Free Lunch" Tutorial: Sharpened and Focused No Free Lunch Darrell Whitley and Jonathan Rowe10. Theory of Evolution Strategies: A New Perspective Anne Auger and Nikolaus Hansen; 11. Lower Bounds for Evolution Strategies Olivier Teytaud; Subject Index |
| Record Nr. | UNINA-9910789411003321 |
| Hackensack, N.J., : World Scientific, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Theory of randomized search heuristics : foundations and recent developments / / editors, Anne Auger, Benjamin Doerr
| Theory of randomized search heuristics : foundations and recent developments / / editors, Anne Auger, Benjamin Doerr |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Hackensack, N.J., : World Scientific, 2011 |
| Descrizione fisica | 1 online resource (370 p.) |
| Disciplina |
005.1
153.4/3 |
| Altri autori (Persone) |
AugerAnne
DoerrBenjamin |
| Collana | Series on theoretical computer science |
| Soggetto topico |
Algorithms
Heuristic |
| ISBN |
1-283-14828-5
9786613148285 981-4282-67-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface; Contents; 1. Analyzing Randomized Search Heuristics: Tools from Probability Theory Benjamin Doerr; 2. Runtime Analysis of Evolutionary Algorithms for Discrete Optimization Peter S. Oliveto and Xin Yao; 3. Evolutionary Computation in Combinatorial Optimization Daniel Johannsen; 4. Theoretical Aspects of Evolutionary Multiobjective Optimization Dimo Brockho; 5. Memetic Evolutionary Algorithms Dirk Sudholt; 6. Simulated Annealing Thomas Jansen; 7. Theory of Particle Swarm Optimization Carsten Witt; 8. Ant Colony Optimization: Recent Developments in Theoretical Analysis Walter J. Gutjahr
9. A "No Free Lunch" Tutorial: Sharpened and Focused No Free Lunch Darrell Whitley and Jonathan Rowe10. Theory of Evolution Strategies: A New Perspective Anne Auger and Nikolaus Hansen; 11. Lower Bounds for Evolution Strategies Olivier Teytaud; Subject Index |
| Record Nr. | UNINA-9910820400203321 |
| Hackensack, N.J., : World Scientific, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||