What you will learn
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Decision Modeling is an important component of Operations Research with optimization at its core. Decision problems are in the focus of academicians and practitioners the world over and are solved everywhere from manufacturing to service organizations, airlines, government and consulting houses. The present course is taught from a practitioner’s angle. Theory is introduced to complement the practice and for ease of understanding. The course is mainly meant for Engineering students. The management students will also benefit from the course. In this course on decision modeling, first 2 weeks are devoted to dynamic programming. Dynamic programming helps to solve complex decision problems with the help of Bellman’s principal of optimality. Next 2 weeks cover integer programming which is again very important in decision making context. Branch and bound, cutting plane, and branch and cut methods are discussed in this section. Next 2 weeks cover nonlinear programming which includes constrained and unconstrained optimization, Karush-Kuhn-Tucker conditions and other topics. The final 2 weeks are devoted to metaheuristics that include genetic algorithm, simulated annealing, tabu search and other algorithms.
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Meet Your Instructor
About Instructor
VTU is one of the largest Technological Universities in India with 24 years of Tradition of excellence in Engineering & Technical Education, Research and Innovations. It came into existence in the year 1998 to cater the needs of Indian industries for trained technical manpower with practical experience and sound theoretical knowledge.
Free
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Course Duration21 h 2 m 22 s
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Course LevelIntermediate
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Student Enrolled0
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LanguageEnglish
This Course Includes
- 21 h 2 m 22 s Video Lectures
- 0 Quizzes
- 0 Assignments
- 0 Downloadable Resources
- Full Lifetime Access
- Certificate of Completion