Search result for Optimization problems Online Courses & Certifications
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Optimization: principles and algorithms - Network and discrete optimization
by Michel Bierlaire- 0.0
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5 Weeks
Introduction to network optimization and discrete optimization Introduction to the mathematical concept of networks, and to two important optimization problems on networks: the transshipment problem and the shortest path problem. Discrete optimization: you will learn how to specify a discrete optimization problem. Exact methods for discrete optimization: you will be introduced to two algorithms to solve discrete optimization problems....
$49
Discrete Optimization
by Professor Pascal Van Hentenryck , Dr. Carleton Coffrin- 4.8
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Approx. 65 hours to complete
This class teaches you how to solve complex search problems with discrete optimization concepts and algorithms, including constraint programming, local search, and mixed-integer programming. Optimization technology is ubiquitous in our society. Exploring the Material - open course design, optimization landscape, picking your adventure Optimization Tools Optimization Tools...
Advanced Modeling for Discrete Optimization
by Prof. Jimmy Ho Man Lee , Prof. Peter James Stuckey- 4.9
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Approx. 47 hours to complete
Optimization is a common form of decision making, and is ubiquitous in our society. In this course you will learn much more about solving challenging discrete optimization problems by stating the problem in a state-of-the-art high level modeling language, and letting library constraint solving software do the rest. Welcome to Advanced Modeling for Discrete Optimization...
Optimizing Travelling Salesman and Vehicle Routing Problems
by Curiosity for Data Science- 4
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2.5 hours on-demand video
Learn optimization through Simulated Annealing and Tabu Search and solve the TSP and VRP problems with constraints! You will also learn how to handle constraints in optimization problems. After completing this course, you will obtain an ability to apply these techniques in various optimization problems....
$9.99
Solving Algorithms for Discrete Optimization
by Prof. Jimmy Ho Man Lee , Prof. Peter James Stuckey- 4.8
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Approx. 22 hours to complete
In this course, you will extend your understanding of how to solve challenging discrete optimization problems by learning more about the solving technologies that are used to solve them, and how a high-level model (written in MiniZinc) is transformed into a form that is executable by these underlying solvers. Welcome to Solving Algorithms for Discrete Optimization...
Optimization Methods for Business Analytics
by James Orlin , Khizar Qureshi- 0.0
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6 Weeks
Learn how to use optimization methodologies and modeling approaches to effectively analyze data. Optimization is the search for the best and most effective solution. In this mathematics course, we will examine optimization through a Business Analytics lens. The topics of the 2013 subject were optimization modeling, algorithms, and theory. 053x is optimization modeling....
$49
Approximation Algorithms Part I
by Claire Mathieu- 4.8
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Approx. 36 hours to complete
These are examples of NP-hard combinatorial optimization problems. It is most likely impossible to solve such problems efficiently, so our aim is to give an approximate solution that can be computed in polynomial time and that at the same time has provable guarantees on its cost relative to the optimum....
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Basic Modeling for Discrete Optimization
by Prof. Peter James Stuckey , Prof. Jimmy Ho Man Lee- 4.8
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Approx. 28 hours to complete
Optimization is a common form of decision making, and is ubiquitous in our society. Similar problems also underpin much of our daily lives and are part of determining daily delivery routes for packages, making school timetables, and delivering power to our homes. Welcome to Basic Modeling for Discrete Optimization...
Mathematics for economists
by Kirill Bukin- 4.1
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Approx. 26 hours to complete
It gives students skills for implementation of the mathematical knowledge and expertise to the problems of economics. The course is aimed at teaching students to master comparative statics problems, optimization problems using the acquired mathematical tools. Example of constrained optimization problem. Constrained optimization for n-dim space. Constrained optimization in general case (part 1)....
Data, Models and Decisions in Business Analytics
by Vineet Goyal , Costis Maglaras- 0.0
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12 Weeks
In today’s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance. Optimization methods and software to solve decision problems under uncertainty in business applications...
$249
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