Skip to main content

Five Most Used Classical Optimization Algorithm



Classical Optimization Algorithms can be defined as "COA is defined as that algorithm which can be used to identify the best solution from a set of available solutions which is continuous and differentiable. "

Although due to the limitations like the requirement of continuous and differentiable functions such algorithm can not be applied for various objectives however due to the iteration time and optimization efficiency the following five COA is used widely including practical and real-life problems :

Linear programming: Both Objective and Constraint function is represented by a linear function.

Integer programming: Uses linear programs in which at least one variable uses only integer values.

Dynamic programming: here both or anyone's objective or constraint function depends on dynamic functions.

Stochastic programming: Here random function is used to vary the objective function

Quadratic programming: Objective Function is represented by the quadratic function and constraints may be depicted by linear functions

For the complete course on Optimization Techniques: Introduction to Optimization Techniques

or find it at Baipatra.
"Subscribe to this blog through Substack https://hydrogeek.substack.com/ Subscribe to our product feed : https://gumroad.com/innovated
Labels:

Popular posts from this blog

What's New in Hydroinformatics Engineering ?

1 “Flood peaks in Mid-Atlantic U.S. watersheds show a V-shaped response to urbanization: they decrease at low urban development (below 10% PDAW), then rise sharply as urbanization increases further due to complex climate-landscape interactions. A neural network model confirmed this nonlinear behavior, underscoring the need to consider more than just urban area when predicting flood risk.”…..Hua et.al.(2025). Click here  to know more. 2 “Artificial neural network (ANN) models using climate indices outperformed ARIMA models for long-term streamflow forecasting at six Victorian stations, with the best ANN achieving Pearson R = 0.90, RMSE = 0.04, and MAE = 2.50 for six-month advance prediction. ANN’s superior accuracy highlights its suitability for operational streamflow forecasts in this region.ANN models using lagged climate indices significantly outperformed ARIMA models for forecasting streamflow at Victoria’s stations, especially at Acheron where the ANN achieved Pearson R = 0.90,...
Read more

Five most innovative and sustainable water bottles

Cover Feature: Five most innovative water bottles selected by ODM V2 Five most innovative water bottles Water bottles are now becoming smart. Recently launched water bottles have the capability to track your hydration level and can remind you to drink water when the hydration level is below a predefined level. Some water bottles can either increase or decrease the temperature of the water in the container. Some alternatives come with blue tooth speaker/stirrer/fuser/wifi etc electronic devices. Some variation of smart water bottles has the ability to self-purify when needed. Here in this feature, we try to find the most innovative smart water bottles that are available on the eCommerce sites with the help of ODM. Now let us continue with the regular features : News about Sustainability Audi e-tron's used batteries in e-rickshaws by Nunam A new study finds inactive yeast could be effective as an inexpensive, abundant, and simple material for removing lead contamination from drinking...
Read more

Five project ideas for "Hydroinformatics in Groundwater"

     In recent years, advanced soft computation techniques such as Multi-Criteria Decision Making and Geographical Information Systems have been widely used to solve water resource development problems. Hydroinformatics (Hydro means Hydrus or water, and informatics means information science) is a branch of science concerned with the application of advanced soft computation techniques and information and communication technologies (ICTs) to water-related problems. The following are five hydro informatics project topics that can be applied to groundwater problems. Complete Article at  HydroGeek Thanks, @Mrinmoy's Page @data_hydrology , @Merchandise or @ @products_sustainability Add to Listy /
Read more