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Hybrid Projected Gradient-Evolutionary Search Algorithm for Mixed Integer Nonlinear Optimization Problems

机译：混合投影梯度进化搜索算法求解混合整数非线性优化问题

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摘要

The Hybrid Projected Gradient-Evolutionary Search Algorithm (HPGES) algorithm uses a specially designed evolutionary-based global search strategy to efficiently create candidate solutions in the solution space. A local projection-based gradient search algorithm is then used to improve the candidate solutions at each generation and to construct new (potentially improved) candidate solutions for the next generation of the evolutionary search. The search terminates when a certain convergence criterion is met. The details of different components of the hybrid algorithm are described in detail in the following sections.

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作者
Homaifar, A. ; Esterline, A. ; Kimiaghalam, B.;
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年度 2005
页码 1-10
总页数 10
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Algorithms; Drones; Optimization; Nonlinear programming; Hybrid systems;

机译：算法;无人机;优化;非线性规划;混合系统;

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专利

1. A Mixed Coding Scheme of a Particle Swarm Optimization and a Hybrid Genetic Algorithm with Sequential Quadratic Programming for Mixed Integer Nonlinear Programming in Common Chemical Engineering Practice [J] . Chanthasuwannasin Manatsanan, Kottititum Bundit, Srinophakun Thongchai Chemical Engineering Communications . 2017,第7a9期

机译：一种粒子群优化和混合遗传算法的混合遗传算法，具有续集整数非线性规划中常见化学工程实践的序贯二次编程
2. Index fund optimization using a hybrid model: Genetic algorithm and mixed-integer nonlinear programming [J] . Diaz Juan, Cortes Maria, Hernandez Juan, The engineering economist . 2019,第3期

机译：使用混合模型的指数基金优化：遗传算法和混合整数非线性规划
3. Index fund optimization using a hybrid model: Genetic algorithm and mixed-integer nonlinear programming [J] . Diaz Juan, Cortes Maria, Hernandez Juan, The engineering economist . 2019,第3期

机译：使用混合模型的指数基金优化：遗传算法和混合整数非线性编程
4. Hybridized Gravitational Search Algorithms with Real Coded Genetic Algorithms for Integer and Mixed Integer Optimization Problems [C] . Amarjeet Singh, Kusum Deep International Conference on Soft Computing for Problem Solving . 2017

机译：杂交的引力搜索算法，具有用于整数的实际编码遗传算法和混合整数优化问题
5. Hybrid Optimization for Mixed-Integer Nonlinear Problems via a Genetic Algorithm and Implicit Filtering. [D] . Ritz, Benjamin Douglas. 2017

机译：混合整数非线性问题的遗传算法和隐式滤波混合优化。
6. HSTLBO: A hybrid algorithm based on Harmony Search and Teaching-Learning-Based Optimization for complex high-dimensional optimization problems [O] . Shouheng Tuo, Longquan Yong, Fang’an Deng, -1

机译：HSTLBO：基于和谐搜索和基于教与学的优化的混合算法用于解决复杂的高维优化问题
7. Computational experiments for local search algorithms for binary and mixed integer optimization [O] . Zhou Jingting S.M. Massachusetts Institute of Technology 2010

机译：用于二进制和混合整数优化的局部搜索算法的计算实验

Hybrid Projected Gradient-Evolutionary Search Algorithm for Mixed Integer Nonlinear Optimization Problems

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