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Metaheuristics in Water, Geotechnical and Transport Engineering

2012-12-31 Mathematics
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Release : 2012-12-31
Genre : Mathematics
Kind : eBook
Book Rating : 177/5 ( reviews)

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Book Synopsis Metaheuristics in Water, Geotechnical and Transport Engineering by : Xin-She Yang

Download or read book Metaheuristics in Water, Geotechnical and Transport Engineering written by Xin-She Yang. This book was released on 2012-12-31. Available in PDF, EPUB and Kindle. Book excerpt: Due to an ever-decreasing supply in raw materials and stringent constraints on conventional energy sources, demand for lightweight, efficient and low cost structures has become crucially important in modern engineering design. This requires engineers to search for optimal and robust design options to address design problems that are often large in scale and highly nonlinear, making finding solutions challenging. In the past two decades, metaheuristic algorithms have shown promising power, efficiency and versatility in solving these difficult optimization problems. This book examines the latest developments of metaheuristics and their applications in water, geotechnical and transport engineering offering practical case studies as examples to demonstrate real world applications. Topics cover a range of areas within engineering, including reviews of optimization algorithms, artificial intelligence, cuckoo search, genetic programming, neural networks, multivariate adaptive regression, swarm intelligence, genetic algorithms, ant colony optimization, evolutionary multiobjective optimization with diverse applications in engineering such as behavior of materials, geotechnical design, flood control, water distribution and signal networks. This book can serve as a supplementary text for design courses and computation in engineering as well as a reference for researchers and engineers in metaheursitics, optimization in civil engineering and computational intelligence. Provides detailed descriptions of all major metaheuristic algorithms with a focus on practical implementation Develops new hybrid and advanced methods suitable for civil engineering problems at all levels Appropriate for researchers and advanced students to help to develop their work

Proceedings of The 5th International Conference on Advances in Civil and Ecological Engineering Research

2023-10-01 Technology & Engineering
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Release : 2023-10-01
Genre : Technology & Engineering
Kind : eBook
Book Rating : 168/5 ( reviews)

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Book Synopsis Proceedings of The 5th International Conference on Advances in Civil and Ecological Engineering Research by : Chih-Huang Weng

Download or read book Proceedings of The 5th International Conference on Advances in Civil and Ecological Engineering Research written by Chih-Huang Weng. This book was released on 2023-10-01. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select proceedings of the 5th International Conference on Advances in Civil and Ecological Engineering Research (ACEER 2023). The book covers a wide range of topics, including construction engineering and management hydraulic and hydrologic engineering, air quality and atmospheric pollution, ecological risk assessment and management, restoration and protection of environment, water pollution and treatment, and water recourses engineering. This book also covers state-of-the-art technologies in building sustainable city, resilient buildings, and sustainable issues in relating to civil engineering. It will be useful for researchers and engineers working in the field of civil and ecological engineering.

Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization

2022-09-17 Technology & Engineering
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Release : 2022-09-17
Genre : Technology & Engineering
Kind : eBook
Book Rating : 29X/5 ( reviews)

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Book Synopsis Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization by : Ali Kaveh

Download or read book Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization written by Ali Kaveh. This book was released on 2022-09-17. Available in PDF, EPUB and Kindle. Book excerpt: The main purpose of the present book is to develop a general framework for population-based metaheuristics based on some basic concepts of set theory. The idea of the framework is to divide the population of individuals into subpopulations of identical sizes. Therefore, in each iteration of the search process, different subpopulations explore the search space independently but simultaneously. The framework aims to provide a suitable balance between exploration and exploitation during the search process. A few chapters containing algorithm-specific modifications of some state-of-the-art metaheuristics are also included to further enrich the book. The present book is addressed to those scientists, engineers, and students who wish to explore the potentials of newly developed metaheuristics. The proposed metaheuristics are not only applicable to structural optimization problems but can also be used for other engineering optimization applications. The book is likely to be of interest to a wide range of engineers and students who deal with engineering optimization problems.

Handbook of Genetic Programming Applications

2015-11-06 Computers
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Release : 2015-11-06
Genre : Computers
Kind : eBook
Book Rating : 837/5 ( reviews)

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Book Synopsis Handbook of Genetic Programming Applications by : Amir H. Gandomi

Download or read book Handbook of Genetic Programming Applications written by Amir H. Gandomi. This book was released on 2015-11-06. Available in PDF, EPUB and Kindle. Book excerpt: This contributed volume, written by leading international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engineering, to name a few. Inspired by natural evolution, the use of GP has expanded significantly in the last decade in almost every area of science and engineering. Exploring applications in a variety of fields, the information in this volume can help optimize computer programs throughout the sciences. Taking a hands-on approach, this book provides an invaluable reference to practitioners, providing the necessary details required for a successful application of GP and its branches to challenging problems ranging from drought prediction to trading volatility. It also demonstrates the evolution of GP through major developments in GP studies and applications. It is suitable for advanced students who wish to use relevant book chapters as a basis to pursue further research in these areas, as well as experienced practitioners looking to apply GP to new areas. The book also offers valuable supplementary material for design courses and computation in engineering.

Advances in Structural Engineering—Optimization

2020-12-04 Technology & Engineering
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Release : 2020-12-04
Genre : Technology & Engineering
Kind : eBook
Book Rating : 48X/5 ( reviews)

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Book Synopsis Advances in Structural Engineering—Optimization by : Sinan Melih Nigdeli

Download or read book Advances in Structural Engineering—Optimization written by Sinan Melih Nigdeli. This book was released on 2020-12-04. Available in PDF, EPUB and Kindle. Book excerpt: This book is an up-to-date source for computation applications of optimization, prediction via artificial intelligence methods, and evaluation of metaheuristic algorithm with different structural applications. As the current interest of researcher, metaheuristic algorithms are a high interest topic area since advance and non-optimized problems via mathematical methods are challenged by the development of advance and modified algorithms. The artificial intelligence (AI) area is also important in predicting optimum results by skipping long iterative optimization processes. The machine learning used in generation of AI models also needs optimum results of metaheuristic-based approaches. This book is a great source to researcher, graduate students, and bachelor students who gain project about structural optimization. Differently from the academic use, the chapter that emphasizes different scopes and methods can take the interest and help engineer working in design and production of structural engineering projects.

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