Constraint Handling and Multi-Objective Methods for the Evolution of Interplanetary Trajectories

被引:15
作者
Izzo, Dario [1 ]
Hennes, Daniel [1 ]
Riccardi, Annalisa [1 ]
机构
[1] ESA, European Space Res & Technol Ctr, NL-2201 AZ Noordwijk, Netherlands
关键词
DIFFERENTIAL EVOLUTION; GLOBAL OPTIMIZATION; GENETIC ALGORITHM;
D O I
10.2514/1.G000619
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
A study is conducted to demonstrate constraint handling and multi-objective methods for the evolution of interplanetary trajectories. The study is based on the methods developed during GTOC6 and few advanced evolutionary techniques able to evolve complex Jupiter capture options are proposed. The evolutionary process is set up to be able to deal with constraints, along with multiple objectives and show the use of advanced evolutionary techniques to effectively search the solution space in both cases. The investigations show how these techniques allow the evolution of solutions of use to trajectory designers for the complex trajectory case considered in this study where other approaches fail to find acceptable solutions in a reasonable time.
引用
收藏
页码:792 / 799
页数:8
相关论文
共 38 条
  • [1] A global optimization method for the design of space trajectories
    Addis, Bernardetta
    Cassioli, Andrea
    Locatelli, Marco
    Schoen, Fabio
    [J]. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2011, 48 (03) : 635 - 652
  • [2] [Anonymous], 2014, GTOC PORT
  • [3] [Anonymous], 2014, ANN HUMIES AWARDS
  • [4] [Anonymous], P 6 INT S MICR HUM S
  • [5] Auger A, 2005, IEEE C EVOL COMPUTAT, P1777
  • [6] BATTIN RH, 1999, INTRO MATH METHODS A, P295
  • [7] Survey of numerical methods for trajectory optimization
    Betts, JT
    [J]. JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1998, 21 (02) : 193 - 207
  • [8] Biesbroek R. G., 2002, IAF 34 COSPAR SCI AS, V1, P40
  • [9] Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems
    Brest, Janez
    Greiner, Saso
    Boskovic, Borko
    Mernik, Marjan
    Zumer, Vijern
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2006, 10 (06) : 646 - 657
  • [10] Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art
    Coello, CAC
    [J]. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2002, 191 (11-12) : 1245 - 1287