Metaheuristic – alle Bücher

Erik Cuevas, Jorge Galvez, Omar Avalos, Fernando Wario
Machine Learning and Metaheuristic Computation

Learn to bridge the gap between machine learning and metaheuristic methods to solve problems in optimization approachesFew areas of technology have greater potential to revolutionize the globe than artifi…

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Erik Cuevas, Marco Pérez-Cisneros, Daniel Zaldívar
New Metaheuristic Schemes: Mechanisms and Applications

Recently, novel metaheuristic techniques have emerged in response to the limitations of conventional approaches, leading to enhanced outcomes. These new methods introduce interesting mechanisms and innova…

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Hossein Yousefpoor, Ali Kaveh
Chaotic Meta-heuristic Algorithms for Optimal Design of Structures

In this book, various chaos maps are embedded in eleven efficient and well-known metaheuristics and a significant improvement in the optimization results is achieved. The two basic steps of metaheuristic …

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Erik Cuevas, Sonia Garcia-De-Lira, Cesar Ascencio-Piña, Angel Chavarin-Fajardo
Optimization Strategies: A Decade of Metaheuristic Algorithm Development

This book is to explore the development of metaheuristic algorithms over the past decade, focusing on key advancements in their components and structural features, which have driven progress in search tec…

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Vimal Savsani, Vivek Patel, Ghanshyam Tejani
Truss Optimization

This book provides a comprehensive study of structural design and optimization of different truss structures for size, shape, and topology of structure. It describes truss optimization based on into three…

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Discrete Diversity and Dispersion Maximization

This book demonstrates the metaheuristic methodologies that apply to maximum diversity problems to solve them. Maximum diversity problems arise in many practical settings from facility location to social …

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Lagouge K. Tartibu, Imhade P. Okokpujie
Modern Optimization Techniques for Advanced Machining

Advanced manufacturing via computer numerical machining is the art of producing mechanical components employed in aerospace, automobile, and industrial applications where a high level of accuracy is neede…

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Math Optimization for Artificial Intelligence

Mathematical Methods in the Digital Age - Band 2

This book explains the importance of AI mathematical optimization. It covers AI optimization's fundamental concepts, methodologies, and practical applications in machine learning, automation, NLP, and rea…

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Metaheuristics and Nature Inspired Computing

This book constitutes the refereed proceedings of the 9th International Conference on Metaheuristics and Nature Inspired Computing, META 2023, held in Marrakech, Morocco, during November 1-4, 2023.The 19 …

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Metaheuristics and Optimization in Computer and Electrical Engineering

This book discusses different methods of modifying the original metaheuristics and their application in computer and electrical engineering. As the race to develop advanced technology accelerates, a new e…

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Erik Cuevas, Mario Vásquez-Franco, Oscar Barba-Toscano, Nahum Aguirre
Advanced Metaheuristics: Novel Approaches for Complex Problem Solving

This book examines a series of strategies designed to enhance metaheuristic algorithms, focusing on critical aspects such as initialization methods, the incorporation of Evolutionary Game Theory to develo…

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Integrating Metaheuristics in Computer Vision for Real-World Optimization Problems

A comprehensive book providing high-quality research addressing challenges in theoretical and application aspects of soft computing and machine learning in image processing and computer vision.Researchers…

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Erik Cuevas, Julio Cesar Rosas Caro, Alma Rodriguez, Paulina González Ayala
Optimization in Industrial Engineering

This textbook provides readers with a comprehensive exploration of optimization techniques in industrial engineering, with a specific focus on the Economic Order Quantity (EOQ) problem. It strikes a uniqu…

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Artificial Intelligence for Internet of Things (IoT) and Health Systems Operability

IoTHIC-2023 is a multidisciplinary, peer-reviewed international conference on Internet of Things (IoT) and healthcare systems with Artificial Intelligence (AI) techniques such as data mining, machine lear…

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Abdul Hanif Abdul Halim, Idris Ismail, Swagatam Das
Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control

This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the vital balance between exploration and exploitation search mechanisms. As …

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Abdul Hanif Abdul Halim, Idris Ismail, Swagatam Das
Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control

This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms…

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Emerging AI Applications in Earth Sciences

This proposed book provides deeper insights into artificial intelligence techniques and procedures available for earth sciences. This book unveils several applications of metaheuristic approaches (i.e., s…

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Advances in Optimization Algorithms for Multidisciplinary Engineering Applications: From Classical Methods to AI-Enhanced Solutions

This book is an authoritative compilation of the latest advancements in optimization techniques. This book covers a wide array of methods ranging from classical to metaheuristic to AI-enhanced approaches.…

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Computer Aided Systems Theory - EUROCAST 2024

This three part LNCS volumes constitutes the refereed proceedings of the 19th International Conference on Computer-Aided Systems Theory, EUROCAST 2024, held in Las Palmas de Gran Canaria, Spain, during Fe…

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Lagouge K. Tartibu
Multi-objective Optimization Techniques in Engineering Applications

This essential book bridges theory and practice, exploring advanced multi-objective optimization methods applied across engineering fields like manufacturing, renewable energy, and thermal management. Thi…

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