TY - GEN
T1 - A Systematic Literature Review on Quadratic Programming
AU - Yagi, Patricia Arakawa
AU - Quiroz, Erik Alex Papa
AU - Lengua, Miguel Angel Cano
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2023
Y1 - 2023
N2 - The aim of this paper is to present a review on the state-of-the-art related to quadratic programming (QP) according to the methodology of Kitchenham and Charter. Our review was motivated from four questions: Q1: In what areas are quadratic programming models used? Q2: What optimization methods are used to solve quadratic programming problems? Q3: What optimization methods or algorithms have been used for portfolio selection? Q4: What optimization methods or algorithms solve quasiconvex quadratic problems? We obtain very interesting results on QP and discovered a new line of research for future investigations.
AB - The aim of this paper is to present a review on the state-of-the-art related to quadratic programming (QP) according to the methodology of Kitchenham and Charter. Our review was motivated from four questions: Q1: In what areas are quadratic programming models used? Q2: What optimization methods are used to solve quadratic programming problems? Q3: What optimization methods or algorithms have been used for portfolio selection? Q4: What optimization methods or algorithms solve quasiconvex quadratic problems? We obtain very interesting results on QP and discovered a new line of research for future investigations.
KW - Optimization methods
KW - Portfolio selection problems
KW - Quadratic programming
KW - Quasiconvex quadratic problems
UR - https://www.scopus.com/pages/publications/85137004335
U2 - 10.1007/978-981-19-2397-5_66
DO - 10.1007/978-981-19-2397-5_66
M3 - Conference contribution
AN - SCOPUS:85137004335
SN - 9789811923968
T3 - Lecture Notes in Networks and Systems
SP - 739
EP - 747
BT - Proceedings of 7th International Congress on Information and Communication Technology - ICICT 2022
A2 - Yang, Xin-She
A2 - Sherratt, Simon
A2 - Dey, Nilanjan
A2 - Joshi, Amit
T2 - 7th International Congress on Information and Communication Technology, ICICT 2022
Y2 - 21 February 2022 through 24 February 2022
ER -