scholarly journals Path following in the exact penalty method of convex programming

2015 ◽  
Vol 61 (3) ◽  
pp. 609-634
Author(s):  
Hua Zhou ◽  
Kenneth Lange
Keyword(s):  
Convex Programming ◽  
Penalty Method ◽  
Path Following ◽  
Exact Penalty

A penalty method for nonlinear programming

2019 ◽  
Vol 53 (1) ◽  
pp. 29-38
Author(s):  
Larbi Bachir Cherif ◽  
Bachir Merikhi
Keyword(s):  
Nonlinear Programming ◽  
Convex Programming ◽  
Penalty Method ◽  
Line Search ◽  
Penalty Methods ◽  
Descent Direction ◽  
Type Method ◽  
Numerical Tests ◽  
Line Searches ◽  
Majorant Function

This paper presents a variant of logarithmic penalty methods for nonlinear convex programming. If the descent direction is obtained through a classical Newton-type method, the line search is done on a majorant function. Numerical tests show the efficiency of this approach versus classical line searches.

scholarly journals A line search exact penalty method using steering rules

2010 ◽  
Vol 133 (1-2) ◽  
pp. 39-73 ◽  
Author(s):  
Richard H. Byrd ◽  
Gabriel Lopez-Calva ◽  
Jorge Nocedal
Keyword(s):  
Penalty Method ◽  
Line Search ◽  
Exact Penalty

Distributed Multi-Agent Optimization Based on an Exact Penalty Method with Equality and Inequality Constraints

2016 ◽  
Vol 9 (4) ◽  
pp. 179-186 ◽  
Author(s):  
Izumi MASUBUCHI ◽  
Takayuki WADA ◽  
Toru ASAI ◽  
Linh Thi Hoai NGUYEN ◽  
Yuzo OHTA ◽  
...  
Keyword(s):  
Penalty Method ◽  
Inequality Constraints ◽  
Exact Penalty ◽  
Equality And Inequality Constraints ◽  
Multi Agent

Distributed constrained optimization protocol via an exact penalty method

2015 ◽  
Author(s):  
Izumi Masubuchi ◽  
Takayuki Wada ◽  
Toru Asai ◽  
Nguyen Thi Hoai Linh ◽  
Yuzo Ohta ◽  
...  
Keyword(s):  
Constrained Optimization ◽  
Penalty Method ◽  
Exact Penalty
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