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Last updated:

July 28, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

This subject is concerned with quantitative methods for analyzing large-scale water resource problems.

Topics covered include the design and management of facilities for river basin development, flood control, water supply, groundwater remediation, and other activities related to water resources. Simulation models and optimization methods are often used to support analyses of water resource problems. In this subject we will be constructing simulation models with the MATLAB® programming language and solving numerical optimization problems with the GAMS optimization package.

Course Curriculum

    • Introduction Unlimited
    • Linear Algebra Review Unlimited
    • General Optimization Concepts Unlimited
    • General Optimization Concepts (cont.) Unlimited
    • Optimality Conditions Unlimited
    • Linear Programming Overview Unlimited
    • Linear Programming Sensitivity Analysis Unlimited
    • Differential Constraints Unlimited
    • Nonlinear Programming Algorithms Unlimited
    • Optimization over Time, Discounting Unlimited
    • Multiobjective Optimization, Utility, Risk Aversion Unlimited
    • Supply and Demand, Groundwater Management Unlimited
    • River Basin Planning – Screening Unlimited
    • Real-time Optimization, Dynamic Programming Unlimited
    • Capacity Expansion Unlimited
    • Variational and Adjoint Methods, Data Assimilation Unlimited

About the instructor

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Massachusetts Institute of Technology