Differential Games Treated by a Gradient–Restoration Approach

Abstract When When two competitive actors are involved in a flight path optimization, the problem can be modelled as a zero-sum game. This chapter describes a general procedure to convert the two-sided optimization problem into an optimal control problem. In addition, a numerical approach to the solution is proposed. The method is based on the joint application of an evolutionary algorithm (for providing a starting guess) and of the sequential gradient-restoration algorithm (to achieve the final solution). The homicidal chauffeur game – a classical example of zero-sum game – and an orbital pursuit-evasion game are considered to describe the method and test its effectiveness.

[1]  Bruce A. Conway,et al.  Optimal Fighter Pursuit-Evasion Maneuvers Found via Two-Sided Optimization , 2006 .

[2]  A. Miele,et al.  Multiple-Subarc Gradient-Restoration Algorithm, Part 1: Algorithm Structure , 2003 .

[3]  Harri Ehtamo,et al.  Visual Aircraft Identification as a Pursuit-Evasion Game , 2000 .

[4]  Rufus Isaacs,et al.  Differential Games , 1965 .

[5]  A. Miele,et al.  Sequential gradient-restoration algorithm for optimal control problems with general boundary conditions , 1978 .

[6]  Arthur E. Bryson,et al.  Applied Optimal Control , 1969 .

[7]  A. W. Merz,et al.  The variable-speed tail-chase aerial combat problem , 1981 .

[8]  V. K. Basapur,et al.  Primal and dual formulations of sequential gradient-restoration algorithms for trajectory optimization problems , 1986 .

[9]  T. Başar,et al.  Dynamic Noncooperative Game Theory , 1982 .

[10]  H. J. Pesch,et al.  Complex differential games of pursuit-evasion type with state constraints, part 1: Necessary conditions for optimal open-loop strategies , 1993 .

[12]  A. Miele,et al.  Gradient methods in control theory. Part 2 - Sequential gradient-restoration algorithm , 1969 .

[13]  Kazuhiro Horie Collocation With Nonlinear Programming for Two-Sided Flight Path Optimization , 2002 .

[14]  J. Shinar,et al.  Qualitative study of a planar pursuit evasion game in the atmosphere , 1990 .

[15]  A. W. Merz,et al.  Minimum Required Capture Radius in a Coplanar Model of the Aerial Combat Problem , 1977 .

[16]  Kalyanmoy Deb,et al.  Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.