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Optimization and machine learning : optimization for machine learning and machine learning for optimization / coordinated by Rachid Chelouah, Patrick Siarry
(Sciences. Computer science. Operational research and decision)

データ種別	電子ブック
出版者	(London, UK ; Hoboken, NJ : ISTE, Ltd. : Wiley)
出版年	2022
大きさ	1 online resource
著者標目	Chelouah, Rachid editor Siarry, Patrick editor

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0005252	Wiley Online Library: Complete oBooks				9781119902881

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一般注記	Includes bibliographical references and index Machine learning and optimization techniques are revolutionizing our world. Other types of information technology have not progressed as rapidly in recent years, in terms of real impact. The aim of this book is to present some of the innovative techniques in the field of optimization and machine learning, and to demonstrate how to apply them in the fields of engineering. Optimization and Machine Learning presents modern advances in the selection, configuration and engineering of algorithms that rely on machine learning and optimization. The first part of the book is dedicated to applications where optimization plays a major role, and the second part describes and implements several applications that are mainly based on machine learning techniques. The methods addressed in these chapters are compared against their competitors, and their effectiveness in their chosen field of application is illustrated Front Matter -- Optimization. Vehicle Routing Problems with Loading Constraints: An Overview of Variants and Solution Methods / Ines Sbai, Saoussen Krichen -- MAS-aware Approach for QoS-based IoT Workflow Scheduling in Fog-Cloud Computing / Marwa Mokni, Sonia Yassa -- Solving Feature Selection Problems Built on Population-based Metaheuristic Algorithms / Mohamed Sassi -- Solving the Mixed-model Assembly Line Balancing Problem by using a Hybrid Reactive Greedy Randomized Adaptive Search Procedure / Belkharroubi Lakhdar, Khadidja Yahyaoui -- Machine Learning. An Interactive Attention Network with Stacked Ensemble Machine Learning Models for Recommendations / Ahlem Drif, SaadEddine Selmani, Hocine Cherifi -- A Comparison of Machine Learning and Deep Learning Models with Advanced Word Embeddings: The Case of Internal Audit Reports / Gustavo Fleury Soares, Induraj Pudhupattu Ramamurthy -- Hybrid Approach based on Multi-agent System and Fuzzy Logic for Mobile Robot Autonomous Navigation / Khadidja Yahyaoui -- Intrusion Detection with Neural Networks: A Tutorial / Alvise De' Faveri Tron -- List of Authors -- Index Online resource; title from PDF title page (John Wiley, viewed March 3, 2022) John Wiley and Sons Wiley Online Library: Complete oBooks HTTP:URL=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119902881
件　名	LCSH:Machine learning LCSH:Mathematical optimization CSHF:Apprentissage automatique CSHF:Optimisation math�ematique FREE:Machine learning FREE:Mathematical optimization
分　類	LCC:Q325.5 DC23:006.3/1
書誌ID	EB00004541
ISBN	9781119902881