Optimization Methods and Algorithms
2025 оны 10-р сар · Springer Nature
star
1 шүүмж
Электрон ном
118
Хуудас
Энэ электрон номын тухай
The book thoroughly explains fundamental optimization concepts and terminology, including variables, parameters, constraints, bounds, and convexity. It also demonstrates how to formulate optimization problems using illustrative examples. Covering both single-variable and multi-variable optimization methods, the book provides theoretical insights, practical examples, and exercises, along with a graphical approach to problem-solving. In light of growing concerns about resource limitations and environmental impacts, this textbook addresses the need for efficient resource use amidst technological advancements and market competition. Students will appreciate the comprehensive coverage, supported by illustrations and exercises that deepen their understanding. Instructors will find it invaluable for classroom teaching, with accessible concepts and practical examples that highlight the nuances of optimization.
The book thoroughly explains fundamental optimization concepts and terminology, including variables, parameters, constraints, bounds, and convexity. It also demonstrates how to formulate optimization problems using illustrative examples. Covering both single-variable and multi-variable optimizati...
Бусад номтой танилцах
Үнэлгээ, сэтгэгдэл
1 шүүмж
Зохиогчийн тухай
Anand J. Kulkarni holds a PhD in Artificial Intelligence (AI) based Distributed Optimization from Nanyang Technological University, Singapore, an MS in AI from the University of Regina, Canada, a Bachelor of Mechanical Engineering from Shivaji University, India, and a Diploma from the Board of Technical Education, Mumbai. He worked as a Postdoctoral Research Fellow at the Odette School of Business, University of Windsor, Canada, and spent over six years at Symbiosis International University, Pune, India. Dr. Kulkarni is a Research Professor and Associate Director of the Institute of Artificial Intelligence at MITWPU, Pune, India. His research interests include AI-based nature-inspired optimization algorithms and self-organizing systems. Anand has pioneered several optimization methodologies, including Cohort Intelligence, Ideology Algorithm, Expectation Algorithm, and Socio-Evolution & Learning Optimization Algorithm. As the founder of OAT Research Lab, Anand has published over 70 research papers in peer-reviewed journals, book chapters, and conference proceedings, along with authoring 6 books and editing 12 others. He serves as the lead series editor for the journals and book series of reputed publishers. In addition to his academic contributions, Anand writes on AI topics for various newspapers and magazines and has delivered expert research talks in countries including the USA, Canada, Singapore, Malaysia, India, Australia, Dubai, and France.
Anand J. Kulkarni holds a PhD in Artificial Intelligence (AI) based Distributed Optimization from Nanyang Technological University, Singapore, an MS in AI from the University of Regina, Canada, a Bachelor of Mechanical Engineering from Shivaji University, India, and a Diploma from the Board of Te...
Энэ электрон номыг үнэлэх
Санал бодлоо хэлнэ үү.
Унших мэдээлэл
Ухаалаг утас болон таблет
Андройд болон iPad/iPhone-д Google Ном Унших аппыг суулгана уу. Үүнийг таны бүртгэлд автоматаар синк хийх бөгөөд та хүссэн газраасаа онлайн эсвэл офлайнаар унших боломжтой.
Зөөврийн болон ердийн компьютер
Та компьютерийн веб хөтчөөр Google Play-с авсан аудио номыг сонсох боломжтой.
eReaders болон бусад төхөөрөмжүүд
Kobo Цахим ном уншигч гэх мэт e-ink төхөөрөмжүүд дээр уншихын тулд та файлыг татаад төхөөрөмж рүүгээ дамжуулах шаардлагатай болно. Файлуудаа дэмжигддэг Цахим ном уншигч руу шилжүүлэхийн тулд Тусламжийн төвийн дэлгэрэнгүй зааварчилгааг дагана уу.
