The influence of optimization target selection on the structure of arterial tree models generated by constrained constructive optimization

The computational method of constrained constructive optimization was used to generate complex arterial model trees by optimization with respect to a target function. Changing the target function also changes the tree structure obtained. For a parameterized family of target functions a series of trees was created, showing visually striking differences in structure that can also be quantified by appropriately chosen numerical indexes. Blood transport path length, pressure profile, and an index for relative segment orientation show clear dependencies on the optimization target, and the nature of changes can be explained on theoretical grounds. The main goal was to display, quantify, and explain the structural changes induced by different optimization target functions.

[1]  W Schreiner,et al.  The branching angles in computer-generated optimized models of arterial trees , 1994, The Journal of general physiology.

[2]  M Zamir,et al.  Branching characteristics of human coronary arteries. , 1986, Canadian journal of physiology and pharmacology.

[3]  M Zamir,et al.  Optimality principles in arterial branching. , 1976, Journal of theoretical biology.

[4]  R S Reneman,et al.  Propagation velocity and reflection of pressure waves in the canine coronary artery. , 1979, The American journal of physiology.

[5]  R M Nerem,et al.  Epicardial coronary blood flow including the presence of stenoses and aorto-coronary bypasses--I: Model and numerical method. , 1985, Journal of biomechanical engineering.

[6]  B Dawant,et al.  Effect of dispersion of vessel diameters and lengths in stochastic networks. II. Modeling of microvascular hematocrit distribution. , 1986, Microvascular research.

[7]  B. West Physiology in Fractal Dimensions , 1990 .

[8]  D'arcy W. Thompson On growth and form i , 1943 .

[9]  J B Bassingthwaighte,et al.  Regional myocardial flow heterogeneity explained with fractal networks. , 1989, The American journal of physiology.

[10]  S. Rodbard Vascular caliber. , 1975, Cardiology.

[11]  M Zamir,et al.  Distributing and delivering vessels of the human heart , 1988, The Journal of general physiology.

[12]  William H. Press,et al.  Numerical Recipes in FORTRAN - The Art of Scientific Computing, 2nd Edition , 1987 .

[13]  Y Sun,et al.  Estimation of intramyocardial pressure and coronary blood flow distribution. , 1988, The American journal of physiology.

[14]  B Dawant,et al.  Effect of dispersion of vessel diameters and lengths in stochastic networks. I. Modeling of microcirculatory flow. , 1986, Microvascular research.

[15]  M Zamir,et al.  Segment analysis of human coronary arteries. , 1987, Blood vessels.

[16]  J. Chazan,et al.  The Ciba Collection of Medical Illustrations , 1974 .

[17]  T Togawa,et al.  Optimal branching structure of the vascular tree. , 1972, The Bulletin of mathematical biophysics.

[18]  W Schreiner,et al.  Computer generation of complex arterial tree models. , 1993, Journal of biomedical engineering.

[19]  J. Lefevre Teleonomical Representation of the Pulmonary Arterial Bed of the Dog by a Fractal Tree , 1982 .

[20]  J Lefèvre,et al.  Teleonomical optimization of a fractal model of the pulmonary arterial bed. , 1983, Journal of theoretical biology.

[21]  T F Sherman,et al.  On connecting large vessels to small. The meaning of Murray's law , 1981, The Journal of general physiology.

[22]  W. Press,et al.  Numerical Recipes in Fortran: The Art of Scientific Computing.@@@Numerical Recipes in C: The Art of Scientific Computing. , 1994 .

[23]  M. Trivella,et al.  Small artery occlusion: a theoretical approach to the definition of coronary architecture and resistance by a branching tree model. , 1987, Microvascular research.

[24]  W. Schreiner,et al.  Computer-optimization of vascular trees , 1993, IEEE Transactions on Biomedical Engineering.

[25]  Frank Henry Netter,et al.  The Ciba collection of medical illustrations , 1959 .

[26]  M. Zamir,et al.  Roots and calibers of the human coronary arteries. , 1988, The American journal of anatomy.

[27]  P. Stein,et al.  Modulating Effect of Regional Myocardial Performance on Local Myocardial Perfusion in the Dog , 1979, Circulation research.

[28]  M Zamir,et al.  Cost of departure from optimality in arterial branching. , 1984, Journal of theoretical biology.

[29]  E. vanBavel,et al.  Branching patterns in the porcine coronary arterial tree. Estimation of flow heterogeneity. , 1992, Circulation research.