scholarly journals On the Pareto Optimality in the Context of Lipschitzian Optimization

Informatica ◽  
2011 ◽  
Vol 22 (4) ◽  
pp. 521-536 ◽  
Author(s):  
Jonas Mockus
Keyword(s):  
Pareto Optimality ◽  
Lipschitzian Optimization

scholarly journals On the experimental investigation of Pareto–Lipschitzian optimization

2011 ◽  
Vol 52 ◽  
Author(s):  
Jonas Mockus ◽  
Justas Stašionis
Keyword(s):  
Experimental Investigation ◽  
Global Optimization ◽  
Pareto Optimality ◽  
Lipschitz Constant ◽  
Real Life ◽  
Multiple Criteria ◽  
Life Problems ◽  
Lipschitzian Optimization ◽  
Lipschitz Constants ◽  
Novel Method

A well-known example of global optimization that provides solutions within fixed error limits is optimization of functions with a known Lipschitz constant. In many real-life problems this constant is unknown. To address that, we propose a novel method called Pareto Lipschitzian Optimization (PLO) that provides solutions within fixed error limits for functions with unknown Lipschitzconstants.In the proposed approach, a set of all unknown Lipschitz constants is regarded as multiple criteria using the concept of Pareto Optimality (PO).

A novel feature selection approach with Pareto optimality for multi-label data

2021 ◽  
Author(s):  
Guohe Li ◽  
Yong Li ◽  
Yifeng Zheng ◽  
Ying Li ◽  
Yunfeng Hong ◽  
...  
Keyword(s):  
Feature Selection ◽  
Pareto Optimality ◽  
Label Data ◽  
Selection Approach ◽  
Feature Selection Approach

Voting Systems, Honest Preferences and Pareto Optimality

1973 ◽  
Vol 67 (3) ◽  
pp. 934-946 ◽  
Author(s):  
Richard Zeckhauser
Keyword(s):  
Social Choice ◽  
Pareto Optimality ◽  
The Political ◽  
Voting Systems ◽  
Political Arena ◽  
Decentralized System ◽  
Economic Decisions

The market is a decentralized system that can bring about efficient economic decisions. This paper examines whether social choice mechanisms can duplicate this success in the political arena. The famed Arrow result tells us centralized systems cannot achieve efficient, nondictatorial outcomes unless they rely on cardinal preferences. With decentralization, efficiency comes to require something more: the truthful revelation of preferences. Schemes that elicit honest preferences are derived here. By their very structure they are shown to lead to inefficient outcomes. This negative result leads to the question whether the validity of the initial analogy continues. Market-based standards of performance may be innappropriate for investigations of political phenomena.

Welfare, Workfare, and Pareto Optimality

1973 ◽  
Vol 1 (3) ◽  
pp. 323-338 ◽  
Author(s):  
George E. Peterson
Keyword(s):  
Pareto Optimality

How Well Do We Know Pareto Optimality?

1991 ◽  
Vol 22 (2) ◽  
pp. 172 ◽  
Author(s):  
Vijay K. Mathur
Keyword(s):  
Pareto Optimality

Some Sufficiency Conditions for Pareto-Optimal Control

1973 ◽  
Vol 95 (4) ◽  
pp. 356-361 ◽  
Author(s):  
G. Leitmann ◽  
W. Schmitendorf
Keyword(s):  
Optimal Control ◽  
Optimal Control Problem ◽  
Control Problem ◽  
Pareto Optimality ◽  
Optimal Control Theory ◽  
Cooperative Games ◽  
Sufficient Conditions ◽  
Pareto Optimal ◽  
Vector Valued ◽  
Sufficiency Conditions

We consider the optimal control problem with vector-valued criterion (including cooperative games) and seek Pareto-optimal (noninferior) solutions. Scalarization results, together with modified sufficiency theorems from optimal control theory, are used to deduce sufficient conditions for Pareto-optimality. The utilization of these conditions is illustrated by various examples.

Pareto-optimality in Scheduling Problems

1999 ◽  
pp. 177-185
Author(s):  
Antonio F. Gómez-Skarmeta ◽  
Fernando Jiménez ◽  
Jesús Ibáñez
Keyword(s):  
Pareto Optimality ◽  
Scheduling Problems

scholarly journals On the Resource Consumption of M2M Random Access: Efficiency and Pareto Optimality

2019 ◽  
Vol 8 (3) ◽  
pp. 709-712
Author(s):  
Mikhail Vilgelm ◽  
Sergio Rueda Linares ◽  
Wolfgang Kellerer
Keyword(s):  
Pareto Optimality ◽  
Random Access ◽  
Resource Consumption ◽  
Access Efficiency
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