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This book introduces readers to advanced data science techniques for signal mining in connection with agriculture. It shows how to apply heuristic modeling to improve farm-level efficiency, and how to use sensors and data intelligence to provide closed-loop feedback, while also providing recommendation techniques that yield actionable insights. The book also proposes certain macroeconomic pricing models, which data-mine macroeconomic signals and the influence of global economic trends on small-farm sustainability to provide actionable insights to farmers, helping them avoid financial disasters due to recurrent economic crises. The book is intended to equip current and future software engineering teams and operations research experts with the skills and tools they need in order to fully utilize advanced data science, artificial intelligence, heuristics, and economic models to develop software capabilities that help to achieve sustained food security for future generations.
Dalam buku ini terdapat beberapa informasi mengenai penjadwalan produksi, terminologi, klasifikasi dan performansi penjadwalan, penjadwalan produksi mesin tunggal, penjadwalan produksi 1 tahap m mesin, penjadwalan flow shop, penjadwalan hybrid flow shop, penjadwalan flow shop dengan waktu setup dan removal, penjadwalan job shop, penjadwalan untuk minimasi konsumsi energi, serta metaheuristic untuk optimasi penjadwalan.
Buku ini menilai dampak kerjasama dengan DUDI terhadap kualitas lulusan dan kopetensi lulusan di tingkat program studi. Monograf ini dibuat untuk para pimpinan perguruan tinggi, dosen, mahasiswa maupun praktisi di dunia usaha dan dunia industri yang akan maupun sedang menjalankan program MBKM melalui kerjasama dengan DUDI. Sistematika tulisan dalam buku ini mencakup konsep MBKM, Pelaksanaan Indikator Kinerja Utama di Perguruan Tinggi. Bagian Hasil dan Pembahasan mencakup indikator kualitas kurikulum dan kompetensi lulusan serta dampak DUDI terhadap peningkatan kualitas kurikulum dan kompetensi lulusan berdasarkan bentuk kegiatan MBKM dan IKU. Karya dalam monograf ini menyajikan aktivitas DUDI di perguruan tinggi dan pengaruhnya terhadap kualitas kurikulum dan kompetensi secara holistik dalam era MBKM. Kajian mengenai aktivitas DUDI menjadi topik baru yang belum ditemukan oleh peneliti dalam kajian lainnya.
This edited volume presents the research results of the Collaborative Research Center 1026 “Sustainable manufacturing - shaping global value creation”. The book aims at providing a reference guide of sustainable manufacturing for researchers, describing methodologies for development of sustainable manufacturing solutions. The volume is structured in four chapters covering the following topics: sustainable manufacturing technology, sustainable product development, sustainable value creation networks and systematic change towards sustainable manufacturing. The target audience comprises both researchers and practitioners in the field of sustainable manufacturing, but the book may also be beneficial for graduate students.
An updated edition of the text that explores the core topics in scheduling theory The second edition of Principles of Sequencing and Scheduling has been revised and updated to provide comprehensive coverage of sequencing and scheduling topics as well as emerging developments in the field. The text offers balanced coverage of deterministic models and stochastic models and includes new developments in safe scheduling and project scheduling, including coverage of project analytics. These new topics help bridge the gap between classical scheduling and actual practice. The authors—noted experts in the field—present a coherent and detailed introduction to the basic models, problems, and method...
Supply Chain Management Under Fuzziness presents recently developed fuzzy models and techniques for supply chain management. These include: fuzzy PROMETHEE, fuzzy AHP, fuzzy ANP, fuzzy VIKOR, fuzzy DEMATEL, fuzzy clustering, fuzzy linear programming, and fuzzy inference systems. The book covers both practical applications and new developments concerning these methods. This book offers an excellent resource for researchers and practitioners in supply chain management and logistics, and will provide them with new suggestions and directions for future research. Moreover, it will support graduate students in their university courses, such as specialized courses on supply chains and logistics, as well as related courses in the fields of industrial engineering, engineering management and business administration.
Vehicle routing problems, among the most studied in combinatorial optimization, arise in many practical contexts (freight distribution and collection, transportation, garbage collection, newspaper delivery, etc.). Operations researchers have made significant developments in the algorithms for their solution, and Vehicle Routing: Problems, Methods, and Applications, Second Edition reflects these advances. The text of the new edition is either completely new or significantly revised and provides extensive and complete state-of-the-art coverage of vehicle routing by those who have done most of the innovative research in the area; it emphasizes methodology related to specific classes of vehicle routing problems and, since vehicle routing is used as a benchmark for all new solution techniques, contains a complete overview of current solutions to combinatorial optimization problems. It also includes several chapters on important and emerging applications, such as disaster relief and green vehicle routing.
Innovative technologies provide opportunities for making manufacturing and logistics operations cleaner and more resource-efficient. New technologies focus on lifecycle engineering and lifecycle management. This book will be valuable to both academics and practitioners who wish to deepen their knowledge of technology management. The book will cover technical, organizational, financial and social issues connected to the implementation of more sustainable technologies.
Pinedo is a major figure in the scheduling area (well versed in both stochastics and combinatorics) , and knows both the academic and practitioner side of the discipline. This book includes the integration of case studies into the text. It will appeal to engineering and business students interested in operations research.