Concepedia

Objective Function Specification

Objective Function Specification is a methodological construct within model calibration and profit maximization that prescribes the precise mathematical formulation of the target criterion to be optimized, distinguishing itself by defining the specific operational goal—such as profit, loss, or likelihood—subject to maximization or minimization under given constraints.

1.3K

Publications

88K

Citations

3.5K

Authors

1.3K

Institutions

Publications per year

2017–2026

393

Parents

Publications

1.3K

MAFFT version 5: improvement in accuracy of multiple sequence alignment

Kazutaka Katoh · Nucleic Acids Research · 2005 · 5K citations · Full text

, , +13

Value Maximisation, Stakeholder Theory, and the Corporate Objective Function

Michael C. Jensen · European Financial Management · 2001 · 2.3K citations · Full text

, , +10

A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning

Eric Brochu, Vlad M. Cora, Nando de Freitas · arXiv (Cornell University) · 2010 · 2.2K citations · Full text

, , +15

The National Meteorological Center's Spectral Statistical-Interpolation Analysis System

David Parrish, John Derber · Monthly Weather Review · 1992 · 2.2K citations · Full text

, , +13

The Political Economy of Benefits and Costs: A Neoclassical Approach to Distributive Politics

Barry R. Weingast, Kenneth A. Shepsle, Christopher Johnsen · Journal of Political Economy · 1981 · 1.8K citations

, , +13

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Authors

3.5K

  1. MS
    Masatoshi Sakawa

    Hiroshima University, Japan

    5 publications · 345 citations

    5

    h-index

  2. JL
    Jure Leskovec

    Stanford University, United States

    5 publications · 1.5K citations

    5

    h-index

  3. HL
    Himabindu Lakkaraju

    Harvard University Press, United States

    4 publications · 450 citations

    5

    h-index

  4. WW
    Weili Wu

    The University of Texas at Dallas, United States

    4 publications · 211 citations

    4

    h-index

  5. AC
    Alex Cukierman

    Tel Aviv University, Israel

    4 publications · 1.4K citations

    4

    h-index

1–5 of 3.5K

Institutions

1.3K

  1. Stanford University

    Stanford, United States

    17 h-index

    39 publications

    4.4K citations

  2. University of Maryland, College Park

    College Park, United States

    15 h-index

    24 publications

    1.2K citations

  3. Tsinghua University

    Beijing, China

    14 h-index

    56 publications

    3.3K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    14 h-index

    36 publications

    2.5K citations

  5. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    14 h-index

    26 publications

    1.2K citations

  6. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    27 publications

    2.7K citations

  7. The University of Texas at Dallas

    Richardson, United States

    11 h-index

    19 publications

    1.1K citations

  8. University of Washington

    Seattle, United States

    11 h-index

    21 publications

    2.2K citations

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Venues

  1. arXiv (Cornell University)

    Repository · 32 publications · 3.4K citations

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  2. SSRN Electronic Journal

    Repository · 28 publications · 1.1K citations

    18

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  3. Management Science

    15 publications · 1.2K citations

    14

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  4. Operations Research

    15 publications · 1.8K citations

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  5. IEEE Transactions on Image Processing

    13 publications · 1.3K citations

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