% Copyright (c) 2007 the authors listed at the following URL, and/or % the authors of referenced articles or incorporated external code: % http://en.literateprograms.org/Asian_Option_Pricing_(MATLAB)?action=history&offset=20061105065258 % % Permission is hereby granted, free of charge, to any person obtaining % a copy of this software and associated documentation files (the % "Software"), to deal in the Software without restriction, including % without limitation the rights to use, copy, modify, merge, publish, % distribute, sublicense, and/or sell copies of the Software, and to % permit persons to whom the Software is furnished to do so, subject to % the following conditions: % % The above copyright notice and this permission notice shall be % included in all copies or substantial portions of the Software. % % THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, % EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF % MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. % IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY % CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, % TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE % SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. % % Retrieved from: http://en.literateprograms.org/Asian_Option_Pricing_(MATLAB)?oldid=7915 function [price, pde_sol] = asiancontinuous(S0,K,r,vol,T) % ASIANCONTINUOUS - implementation of Vecer's PDE Method for Asion Option % Pricing, minor modifications by Charles-Albert Lehalle. % use: % [price, pde_sol] = asiancontinuous(100, 110, .04, .12, .5) % pde_sol.plot() %Implementation of Vecer's PDE Method %Vecer, J. (2002): "Unified Asian Pricing", Risk, Vol. 15, No. 6, 113-116 N = 200; %number of subintervals in space M = 200; %number of subintervals in time %more points -> higher precision, but slower %Xmesh x xmin = -1; xmax = 1; x = linspace(xmin, xmax, N+1); %Tspan t = linspace(0, T, M+1); m = 0; sol = pdepe(m, @pdef, @pdeic, @pdebc, x, t); pde_sol = struct('x', x, 't', t, 'u', sol(:,:,1), 'plot', @plot_sol); %Output of the value of the option X_0 = (1-exp(-r*T))*S0/r/T - exp(-r*T)*K; x0 = X_0/S0; uout = pdeval(m,x,sol(M+1,:),x0); price = uout*S0; fprintf( '\n\nPrice of Asian Option is %8.6f\n\n', price); function [c, f, s] = pdef(x, t, u, DuDx) c = 1; f = 0.5*vol^2*( (1-exp(-r*t))/(r*T) - x )^2*DuDx; s = vol^2*((1-exp(-r*t))/(r*T) - x)*DuDx; end function u0 = pdeic(x) u0 = max(x, 0); end function [pl, ql, pr, qr] = pdebc(xl, ul, xr, ur, t) pl = ul; ql = 0; pr = ur - xr; qr = 0; end function h = plot_sol figure('Color',[0.9412 0.9412 0.9412 ]); surf(pde_sol.x, pde_sol.t, pde_sol.u, 'edgecolor', 'none'); axis([min(pde_sol.x) max(pde_sol.x) min(pde_sol.t) max(pde_sol.t) min(min(pde_sol.u)) max(max(pde_sol.u))]); xlabel('X');ylabel('t'); end end