Global Optimization What-is-it-all-about?
Experiments with Global Optimization Methods: Genetic Algorithm, Simulated Annealing, Generalized Simulated Annealing, Repulsive Particle Swarm, Differential Evolution, Barter Algorithm, Least Squares fitting of Gielis Superformula. Fitting Logarithmic Spiral to Data Optimization by RPS and DE - Papers Nonlinear Least Squares by DE [NLINLS Fortran program, help].
Download FORTRAN programs for Repulsive Particle Swarm (RPS) method, Differential Evolution (DE) method, Real coded Genetic Algorithm, Simulated Annealing (CSA), Generalized Simulated Annealing, DE + RPS + Barter Algorithms. Fit logarithmic spiral Maximum Entropy Leuven Estimator for Multicollinearity (with fortran computer program); Construction of Inclusive Composite Indices - alternatives to the Principal Components indices;Construction of Inclusive Composite Indices - by Max of Bradley Correlation; Eigen-values/vectors of an asymmetric matrix; Construction of Robust Composite Indices;(alternative-with ranks);Construction of Composite Indices - by Campbell Correlation; Computation of Robust Correlation Coefficients Robust Regression (Fortran program). Robust Two-Stage Least Squares( Program, Data generator). The Most Representative Composite Rank Ordering of Multi-Attribute Objects by the Particle Swarm Optimization( Program). A Note on the Ordinal Canonical Correlation Analysis of Two Sets of Ranking Scores( Program). Representation-Constrained Canonical Correlation Analysis: A Hybridization of Canonical Correlation and Principal Component Analyses( Program).
Experiments with Global Optimization Methods: Genetic Algorithm, Simulated Annealing, Generalized Simulated Annealing, Repulsive Particle Swarm, Differential Evolution, Barter Algorithm, Least Squares fitting of Gielis Superformula. Fitting Logarithmic Spiral to Data Optimization by RPS and DE - Papers Nonlinear Least Squares by DE [NLINLS Fortran program, help].
Download FORTRAN programs for Repulsive Particle Swarm (RPS) method, Differential Evolution (DE) method, Real coded Genetic Algorithm, Simulated Annealing (CSA), Generalized Simulated Annealing, DE + RPS + Barter Algorithms. Fit logarithmic spiral Maximum Entropy Leuven Estimator for Multicollinearity (with fortran computer program); Construction of Inclusive Composite Indices - alternatives to the Principal Components indices;Construction of Inclusive Composite Indices - by Max of Bradley Correlation; Eigen-values/vectors of an asymmetric matrix; Construction of Robust Composite Indices;(alternative-with ranks);Construction of Composite Indices - by Campbell Correlation; Computation of Robust Correlation Coefficients Robust Regression (Fortran program). Robust Two-Stage Least Squares( Program, Data generator). The Most Representative Composite Rank Ordering of Multi-Attribute Objects by the Particle Swarm Optimization( Program). A Note on the Ordinal Canonical Correlation Analysis of Two Sets of Ranking Scores( Program). Representation-Constrained Canonical Correlation Analysis: A Hybridization of Canonical Correlation and Principal Component Analyses( Program).
"The Mecca of the economist lies in economic biology rather than in economic dynamics. But biological conceptions are more complex than those of mechanics" Alfred Marshall, Principles of Economics (Preface 8 Ed), Macmillan,1920.
Completing the correlation matrix Minimization of Keane Bump Function A Brief History of Production Functions Fitting Zellner-Revankar Production Function with DE/RPS Fortran programs (DE/RPSO) for Nearest Correlation Matrix (using Neumann-Dykstra iteration) DE-based Generalized MELE for multicollinearity Curve-fitting by Particle Swarm Optimization - Program and more .....
Completing the correlation matrix Minimization of Keane Bump Function A Brief History of Production Functions Fitting Zellner-Revankar Production Function with DE/RPS Fortran programs (DE/RPSO) for Nearest Correlation Matrix (using Neumann-Dykstra iteration) DE-based Generalized MELE for multicollinearity Curve-fitting by Particle Swarm Optimization - Program and more .....
Was Hayek an ACE? paper by Nick Vriend
- The complementarities between Experimental Economics and Agent-based Computational Economics - Contini, Bruno et al.
- Agent-Based Models - History, Characteric features, etc
- Agent-Based Modelling: A Methodology for Neo-Schumpeterian Economics: by A. Pyka & G. Fagiolo.
- Agent-Based Computational Economics: Provides information and resources pertaining to the computational study of economies modelled as evolving systems of autonomous interacting agents.
- Artificial Economics: A Symposium in ACE Methods.
- Adapting Minds and Evolutionary Psychology : by H. Gintis
- The Emergence of a Price System from Decentralized Bilateral Exchange : by H. Gintis
- Agent-Based Computational & Cognitive Economics
The Theory of the Moral Sentiments [Adam Smith] : If every individual is selfish and free to think and act in his own interest, then will the society fall apart or stand composed, ever-growing, promoting everyone's well-being, delivering justice to every one, ....?
Classics in Institutional Economics: [TB Veblen on Economics as an Evolutionary Science]
Rational Analysis, Bounded Rationality and Optimization [Herbert A. Simon] Evolution did not give rise to optimal agents, but to agents which are in some senses locally optimal at best ... optimization implies that the goals of the agent are known explicitly ... the utility functions are known .... but, in fact, real agents must often act with insufficient knowledge ...
Modeling Bounded Rationality [Ariel Rubinstein]
Rationality and Bounded Rationality [Robert Aumann] ... There is no unified theory of bounded rationality, and probably never ...
Classics in Institutional Economics: [TB Veblen on Economics as an Evolutionary Science]
Rational Analysis, Bounded Rationality and Optimization [Herbert A. Simon] Evolution did not give rise to optimal agents, but to agents which are in some senses locally optimal at best ... optimization implies that the goals of the agent are known explicitly ... the utility functions are known .... but, in fact, real agents must often act with insufficient knowledge ...
Modeling Bounded Rationality [Ariel Rubinstein]
Rationality and Bounded Rationality [Robert Aumann] ... There is no unified theory of bounded rationality, and probably never ...
