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Autore: | Sharma Tarun Kumar |
Titolo: | Butterfly optimization algorithm : theory and engineering applications / / Tarun Kumar Sharma, Om Prakash Verma |
Pubblicazione: | Singapore : , : Springer, , [2022] |
©2022 | |
Descrizione fisica: | 1 online resource (ix, 86 pages) : illustrations |
Disciplina: | 519.3 |
Soggetto topico: | Mathematical optimization |
Computational intelligence | |
Computer algorithms | |
Persona (resp. second.): | VermaOm Prakash <1966-> |
Nota di bibliografia: | Includes bibliographical references. |
Nota di contenuto: | Intro -- Preface -- Contents -- About the Authors -- 1 Butterfly Optimization Algorithm -- 1.1 Introduction -- 1.2 Butterfly Optimization Algorithm (BOA) and Related Literature -- 1.3 Related Work-BOA -- 1.4 Conclusions and Next Study -- References -- 2 Differential Butterfly Optimization Algorithm-A Hybrid Variant -- 2.1 Proposed Algorithm: DBOA -- 2.1.1 Differential Evolution (DE) -- 2.1.2 Concept of Bidirectional Search -- 2.2 Experimental Settings, Constrained Handling and Complexity of DBOA -- 2.2.1 Parameter Settings -- 2.2.2 Computational Analysis and Complexity of DBOA -- 2.2.3 Constraint Handling -- 2.3 Conclusions and Future Study -- References -- 3 Application of DBOA in Structural Engineering Design Problems -- 3.1 Introduction -- 3.2 Test Bed -- 3.2.1 Unconstrained Benchmark Problems [2] -- 3.2.2 Engineering Design Problems -- 3.2.3 Himmelblau's Nonlinear Constrained Optimization Problem [12] -- 3.3 Result Discussions and Analysis -- 3.3.1 Comparative Simulated Results and Analysis on Unconstrained Benchmark Functions -- 3.3.2 Experimental Result of Engineering Design Problems -- 3.3.3 Non Linear Constrained Optimization Problems by Himmelblau's [12] -- 3.4 Conclusions with Future Scope -- References -- 4 Application of DBOA in Pulp and Paper Process Optimization -- 4.1 Introduction -- 4.2 Optimization Problem in Pulp and Paper Manufacturing Process -- 4.2.1 Kraft Pulping -- 4.2.2 Load Allocation to Boilers -- 4.2.3 Drying Process -- 4.2.4 Trim Loss -- 4.3 Result Analysis -- 4.4 Conclusions -- References -- 5 Conclusion and Future Directions -- 5.1 Conclusion of the Work -- 5.2 Future Directions. |
Titolo autorizzato: | Butterfly optimization algorithm |
ISBN: | 981-19-3767-2 |
Formato: | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910584481603321 |
Lo trovi qui: | Univ. Federico II |
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