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Colliding bodies optimization: extensions and applications

This book presents and applies a novel efficient meta-heuristic optimization algorithm called Colliding Bodies Optimization (CBO) for various optimization problems. The first part of the book introduces the concepts and methods involved, while the second is devoted to the applications. Though optima...

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Detalles Bibliográficos
Autores principales: Kaveh, A, Mahdavi, V R
Lenguaje:eng
Publicado: Springer 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-19659-6
http://cds.cern.ch/record/2032320
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author Kaveh, A
Mahdavi, V R
author_facet Kaveh, A
Mahdavi, V R
author_sort Kaveh, A
collection CERN
description This book presents and applies a novel efficient meta-heuristic optimization algorithm called Colliding Bodies Optimization (CBO) for various optimization problems. The first part of the book introduces the concepts and methods involved, while the second is devoted to the applications. Though optimal design of structures is the main topic, two chapters on optimal analysis and applications in constructional management are also included.  This algorithm is based on one-dimensional collisions between bodies, with each agent solution being considered as an object or body with mass. After a collision of two moving bodies with specified masses and velocities, these bodies again separate, with new velocities. This collision causes the agents to move toward better positions in the search space.  The main algorithm (CBO) is internally parameter independent, setting it apart from previously developed meta-heuristics. This algorithm is enhanced (ECBO) for more efficient applications in the optimal design of structures.  The algorithms are implemented in standard computer programming languages (MATLAB and C++) and two main codes are provided for ease of use.
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spelling cern-20323202021-04-21T20:10:10Zdoi:10.1007/978-3-319-19659-6http://cds.cern.ch/record/2032320engKaveh, AMahdavi, V RColliding bodies optimization: extensions and applicationsEngineeringThis book presents and applies a novel efficient meta-heuristic optimization algorithm called Colliding Bodies Optimization (CBO) for various optimization problems. The first part of the book introduces the concepts and methods involved, while the second is devoted to the applications. Though optimal design of structures is the main topic, two chapters on optimal analysis and applications in constructional management are also included.  This algorithm is based on one-dimensional collisions between bodies, with each agent solution being considered as an object or body with mass. After a collision of two moving bodies with specified masses and velocities, these bodies again separate, with new velocities. This collision causes the agents to move toward better positions in the search space.  The main algorithm (CBO) is internally parameter independent, setting it apart from previously developed meta-heuristics. This algorithm is enhanced (ECBO) for more efficient applications in the optimal design of structures.  The algorithms are implemented in standard computer programming languages (MATLAB and C++) and two main codes are provided for ease of use.Springeroai:cds.cern.ch:20323202015
spellingShingle Engineering
Kaveh, A
Mahdavi, V R
Colliding bodies optimization: extensions and applications
title Colliding bodies optimization: extensions and applications
title_full Colliding bodies optimization: extensions and applications
title_fullStr Colliding bodies optimization: extensions and applications
title_full_unstemmed Colliding bodies optimization: extensions and applications
title_short Colliding bodies optimization: extensions and applications
title_sort colliding bodies optimization: extensions and applications
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-19659-6
http://cds.cern.ch/record/2032320
work_keys_str_mv AT kaveha collidingbodiesoptimizationextensionsandapplications
AT mahdavivr collidingbodiesoptimizationextensionsandapplications