지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.1
- 수록면
- 425 - 448 (24page)
이용수
초록· 키워드
오류제보하기
In this paper, a new Pigeon Colony Algorithm (PCA) based on the features of a pigeon colony flying is proposed for solving global numerical optimization problems. The algorithm mainly consists of the take-off process, flying process and homing process, in which the take-off process is employed to homogenize the initial values and look for the direction of the optimal solution; the flying process is designed to search for the local and global optimum and improve the global worst solution; and the homing process aims to avoid having the algorithm fall into a local optimum. The impact of parameters on the PCA solution quality is investigated in detail. There are low-dimensional functions, high-dimensional functions and systems of nonlinear equations that are used to test the global optimization ability of the PCA. Finally, comparative experiments between the PCA, standard genetic algorithm and particle swarm optimization were performed. The results showed that PCA has the best global convergence, smallest cycle indexes, and strongest stability when solving high-dimensional, multi-peak and complicated problems.
목차
등록된 정보가 없습니다.
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
A new swarm intelligent optimization algorithm: Pigeon Colony Algorithm (PCA)
Smart Structures and Systems, An International Journal
2016 .01
-
Face Representation Based on Non-Alpha Weberface and Histogram Equalization for Face Recognition Under Varying Illumination Conditions
Journal of KIISE
2017 .03
-
순회 판매원 문제 해결을 위한 개미집단 최적화 알고리즘 개선
산업경영시스템학회지
2019 .01
-
보행자 교통안전을 위한 새로운 Boosted 3-D PCA 검출 시스템
제어로봇시스템학회 논문지
2021 .04
-
An Efficient Modified Immigrant Population Search Algorithm for Optimization over Unconstrained Spaces
Industrial Engineering & Management Systems
2019 .03
-
포즈 추정 기반 포즈변화에 강인한 얼굴인식 시스템 설계 : PCA와 RBFNNs 패턴분류기를 이용한 인식성능 비교연구
전기학회논문지
2015 .09
-
PCA를 이용한 3차원 얼굴인식 모델에 관한 연구 : 모델 구조 비교연구 및 해석
대한전기학회 학술대회 논문집
2015 .07
-
Application of Meta-Heuristic Algorithms in Solving a Supply Chain Model
Industrial Engineering & Management Systems
2021 .12
-
전역 수렴성능이 개선된 Particle Swarm Optimization 알고리즘 설계
대한전기학회 학술대회 논문집
2015 .11
-
진동센서를 이용한 PCA 기반 설비 감시 시스템
대한산업공학회 추계학술대회 논문집
2022 .11
-
대규모 군집을 위한 3 차원 경로계획 알고리즘에 대한 연구
제어로봇시스템학회 논문지
2019 .12
-
An Improved Particle swarm optimization Algorithm for complex nonlinear Problems
한국통신학회 학술대회논문집
2022 .02
-
Research on Multi-objective Layout Optimization Model of Rural Industry based on Improved Ant Colony Algorithm Under the Background of Digital Economy
IEIE Transactions on Smart Processing & Computing
2024 .06
-
Routing optimization method of waste transportation vehicle using biological evolutionary algorithm under the perspective of low carbon and environmental protection
Environmental Engineering Research
2023 .02
-
PCA기반 CNN을 이용한 사용자 행위 인식
한국정보과학회 학술발표논문집
2018 .12
-
Development of Design Optimization Module for Hydrostatic Bearings
Journal of the Korean Society for Precision Engineering
2023 .12
-
An Improved Harmony Search Algorithm and Its Application in Function Optimization
JIPS(Journal of Information Processing Systems)
2018 .01
-
Research of Graph-analytical Methods for a Vehicle Motion Planning
제어로봇시스템학회 국제학술대회 논문집
2015 .10
-
Survival Probability Map Based Path Planning of Mobile Robots
제어로봇시스템학회 국제학술대회 논문집
2015 .10
-
Learning an Artificial Neural Network Using Dynamic Particle Swarm Optimization–Backpropagation : Empirical Evaluation and Comparison
Journal of information and communication convergence engineering
2015 .06
이 논문의 저자 정보
최근 본 자료
댓글(0)
0