Optimization Methods and Algorithms
Anand J. Kulkarni
oct. 2025 · Springer Nature
E-book
118
Pages
reportLes notes et avis ne sont pas vérifiés. En savoir plus
À propos de cet e-book
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.
À propos de l'auteur
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.
Donner une note à cet e-book
Dites-nous ce que vous en pensez.
Informations sur la lecture
Smartphones et tablettes
Installez l'application Google Play Livres pour Android et iPad ou iPhone. Elle se synchronise automatiquement avec votre compte et vous permet de lire des livres en ligne ou hors connexion, où que vous soyez.
Ordinateurs portables et de bureau
Vous pouvez écouter les livres audio achetés sur Google Play à l'aide du navigateur Web de votre ordinateur.
Liseuses et autres appareils
Pour lire sur des appareils e-Ink, comme les liseuses Kobo, vous devez télécharger un fichier et le transférer sur l'appareil en question. Suivez les instructions détaillées du Centre d'aide pour transférer les fichiers sur les liseuses compatibles.