Apply Simulated Annealing on a curve to find the optimum

Similar to the dataset_simulated_annealing_optimizer worker, which takes a dataset as input, we can consider the curve_simulated_annealing_optimizer worker. It takes a curve as input and returns the optimal y value of the curve as output. A curve can be considered as a dataset with two columns with each representing one coordinate of the points on a…

April 26, 2023 | by

Introducing Calendar View for Simulations and Physical Tests

Many of us would agree that calendars play an important role in our day-to-day life aiding in tracking events, staying on top of task completion, etc. Calendar in d3VIEW helps keep track of Simulations and Physical tests records created by users in an organized manner. How to access Calendar: All the simulation and physical test…

January 12, 2023 | by

Multi-objective optimization with Pareto front

Optimization Decisions are made based on preferences. Either it is to minimize the monthly expense for a person living with a tight budget or to maximize the revenue of a restaurant for a business owner, we need to consider our preference or criteria (minimize or maximize) to form a solution. This process is called optimization…

September 23, 2022 | by

Kriging interpolation

In the previous post, we have discussed about how interpolation works in general and reviewed a few commonly used interpolation methods. All these methods only consider the adjacent a few points. This works fine most of the time. However, in reality, data points further away from the interpolation point may also have some impact on…

September 20, 2022 | by

Introduction and Application of d3VIEW-ML

Machine learning is a data analysis technique that builds a model with the data and uses the model to predict. It learns from the data, identifies patterns and produces reliable predictions that help with decision making. As modern computational techniques advance, machine learning becomes more and more popular. There are two major groups of learning…

July 21, 2022 | by