Contents
Industrial Optimization contains a broad range of
optimization capabilities.
- Linear Optimization
- Simplex Algorithm
- Transportation Problems
- Sensitivity Analysis
- Binary Optimization
- Mixed-Integer Optimization
- Unconstrained Nonlinear Optimization
- Modified Newton Method
- Quasi-Newton Method
- Method of Conjugate Gradients
- Method of Trust Region
- Animation of the Optimization Process
- Constrained Nonlinear Optimization
- Reduction Method for Linear Equality Constraints
- Method of Active Set for Linear Equality and Inequality Constraints
- Sequential Quadratic Programming for Nonlinear Constraints
- Evolutionary Algorithms for Inequality Constraints
- Queuing Systems
- Queuing Systems with Exponential Arrival and Service with
Transient Solutions
- Birth-Death Process
- Systems with Special Service Disciplines
- Systems with Finite Queues or Finite Number of Customers
- Optimization of Queuing Systems
- Open and Closed Jackson Networks
Industrial Optimization also has a number of examples.
- Optimization of Production Processes
- Transshipment Problem
- Assignment Problem
- Knapsack Problem
- Optimization of a Heat Exchanger Network
- Optimum Shape of a Lens
- Machine Repair Model
- Optimization of Stockkeeping
- Call Center
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