IUTAM Symposium on Evolutionary Methods in Mechanics :proceedings of the IUTAM Symposium held in Cracow, Poland, 24-27 September 2002
- 其他作者: Burczyński, Tadeusz. , Osyczka, Andrzej. , International Union of Theoretical and Applied Mechanics.
- 出版: Dordrecht ;Boston : Kluwer Academic Publishers ©2004.
- 稽核項: 1 online resource (xi, 360 pages) :illustrations.
- 叢書名: Solid mechanics and its applications ;v. 117
- 標題: mechanics , computational science , Mécanique appliquée Modèles mathématiques -- Congrès. , kunstmatige intelligentie , Informatie- en communicatietechnologie (algemeen) , mechanica , Evolutionary computation Congresses. , Réseaux neuronaux à structure évolutive , civil engineering , Réseaux neuronaux à structure évolutive Congrès. , Evolutionary computation. , computerwetenschappen , Mechanics, Applied Mathematical models -- Congresses. , Mathematical models. , toegepaste wiskunde , civiele techniek , Mechanics, Applied , artificial intelligence , TECHNOLOGY & ENGINEERING , Evolutionary computation , Mathematical models , computer sciences , Modèles mathématiques , Electronic books. , applied mathematics , engineering , Information and Communication Technology (General) , Mechanics, Applied Mathematical models. , Mécanique appliquée , Conference papers and proceedings. , Material Science. , TECHNOLOGY & ENGINEERING Material Science.
- ISBN: 1402022670 , 9781402022678
- ISBN: 1402022662
- 試查全文@TNUA:
- 附註: Includes bibliographical references. Evolutionary Computation in Crack Problems -- Investigation of Evolutionary Algorithm Effectiveness in Optimal Synthesis of Certain Mechanism -- Minimum Heat Losses Subjected to Stiffness Constraints: Window Frame Optimization -- Evolutionary Computation in Inverse Problems -- Hang-Glider Wing Design by Genetic Optimization -- An Error Function for Optimum Dimensional Synthesis of Mechanisms Using Genetic Algorithms -- Evolutionary Computation in Thermoelastic Problems -- Management of Evolutionary Mas for Multiobjective Optimisation -- PAMUC: A New Method to Handle With Constraints and Multiobjectivity in Evolutionary Algorithms -- A Comparative Analysis of "Controlled Elitism" in the NSGA-II Applied to Frame Optimization -- IS-PAES: Multiobjective Optimization with Efficient Constraint Handling -- Optimization of Aligned Fiber Laminate Composites -- Genetic Algorithm for Damage Assessment -- Estimation of Parameters for a Hydrodynamic Transmission System Mathematical Model with the Application of Genetic Algorithm -- Study of Safety of High-Rise Buildings Using Evolutionary Search -- Structural Design Using Genetic Algorithm -- The Topology Optimization Using Evolutionary Algorithms -- Identification of the CMM Parametric Errors by Hierarchical Genetic Strategy -- Genetic Algorithm for Fatigue Crack Detection in Timoshenko Beam -- Multicriteria Design Optimization of Robot Gripper Mechanisms -- Optimal Design of Multiple Clutch Brakes Using a Multistage Evolutionary Method -- Distributes Evolutionary Algorithms in Optimization of Nonlinear Solids -- Adaptive Penalty Strategies in Genetic Search for Problems with Inequality and Equality Constraints -- On the Identification of Linear Elastic Mechanical Behaviour of Orthotropic Materials Using Evolutionary Algorithms -- Ranking Pareto Optimal Solutions in Genetic Algorithm by Using the Undifferentiation Interval Method -- The Effectiveness of Probabilistic Algorithms in Shape and Topology Discrete Optimisation of
- 摘要: This book contains papers presented at the IUTAM Symposium on Evolutionary Methods in Mechanics held in Cracow, Poland, September 24-27, 2002. Recently, Evolutionary algorithms and methods have become the most effective tools for solving specific kinds of problems in mechanics, especially in structural and multidisciplinary optimization. The book is devoted to both theoretical and practical developments of computational mechanics methods drawing their inspiration from nature with particular emphasis on evolutionary models of computation such as genetic algorithms, evolutionary strategies, classifier systems, evolutionary programming and other evolutionary computation techniques in mechanics. The Special emphasis is put on evolutionary optimization in various fields of mechanics. The subject of evolutionary optimization has recently experienced a remarkable growth. New concepts, approaches and applications are being continually and exploited to provide efficient tools for solving a variety of optimization problems in mechanics. Several important topics are presented: evolutionary methods in shape and topology optimization, evolutionary methods in size and material optimization, evolutionary methods in multiobjective optimization, in inverse problems of engineering mechanics, in biomechanics, coupling of evolutionary methods and neural networks in mechanics, methods of artificial intelligence in mechanics based on evolutionary approaches and other unconventional applications in mechanics. Research workers, specialists and professionals who deal with methods of artificial intelligence, especially in the field of evolutionary computation, structural and multidisciplinary optimization would be interested in this book.
- 電子資源: https://dbs.tnua.edu.tw/login?url=https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=118407
- 系統號: 005313720
- 資料類型: 電子書
- 讀者標籤: 需登入
- 引用網址: 複製連結
