[SYSTEMDS-1974] Implementation of Optimization test functions - ASF JIRA

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Details

Type: New Feature
Status: Open
Priority: Major
Resolution: Unresolved
Affects Version/s: None
Fix Version/s: None
Component/s: Algorithms
Labels:
None

Epic Link:
Optimization of parameters & Hyperparameters

Description

Functions such as Buckin, Branin Hoo, etc., useful for testing of the implemented optimization algorithms in tough scenarios such as multiple global minima, etc.,

Why these functions?
These functions help us understand the gradient behaviour, on different terrains. Continuity and differentiability effects can also be tested.

Attachments

Sub-Tasks

1.	local minima functions	Open	Unassigned
2.	Bowl shaped functions implementation	Open	Unassigned
3.	Plate shaped functions implementation	Open	Unassigned
4.	Valley shaped functions implementation	Open	Unassigned
5.	Functions for steep ridges or drops, implementation	Open	Unassigned
6.	some special functions implementation	Open	Unassigned

Activity

People

Assignee:: Janardhan Pulivarthi

Reporter:: Janardhan Pulivarthi

Votes:: 0 Vote for this issue

Watchers:: 0 Start watching this issue

Dates

Created:: 24/Oct/17 17:04

Updated:: 06/Nov/17 14:38