The input from Quantum Field Theory

The Greek heritage in mathematics

The golden period of the Hindus and the Arabs in mathematics

European mathematics in the Renaissance

Mathematics and the scientific revolution

The tools of calculus are developed and consolidated

Abstract mathematical structures emerges

Fundamental mathematical research

Mathematics in the physical sciences

Mathematics in the life sciences

Matrices, Vectors and their Basic Operations

Curves in Euclidean Plane and Euclidean Space

Tensor Fields and Differential Forms

Convergence of sequences, continuity of maps, general topology

Connectedness and homotopy theory

Analytic Functions of One Complex Variable

Analytic Functions of Several Complex Variables

Germs of Holomorphic Functions

Complex manifolds and analytic varieties

Vector Fields and Differential Forms

Chern Classes of Complex Vector Bundles

Complete Intersections and Local Complete Intersections

de Rham and Dolbeault Theorems

Function Spaces and Some Examples

Basic Concepts in Functional Analysis

Stable Algorithms and Stable Problems

Application to Numerical Solution of Linear Systems

Ising Model and Monodromy Preserving Deformation

Soliton Equations and Vertex Operators

Conformal Coinvariants and Vertex Operators

The Birth of First Order Logic

Gödel’s First Incompleteness Theorem

Computability and Unsolvability

Semantics of Intuitionistic Logic

Intuitionistic (Heyting) Arithmetic, HA

Recursive and Recursively Enumerable Sets

Scaling, hierarchies and formal derivations

Stabilities and instabilities of macroscopic solutions

Hamiltonian Systems and Symplectic Geometry

Local Spectral Statistics of Quantum Systems with Completely Integrable Classical Limit

Spectral Statistics of Quantum Systems with Chaotic Classical Limit

The Morphology of High Energy Eigenstates and Quantum Unique Ergodicity

Units and Variables: The Basic Nature of the Problem

The Pessimistic Way (The Curse of Dimensionality)

Modeling the Cell Membrane and Ion Channels

The Minimal Ca2+ Signal Generating System

Ca2+ Carries Information via Diffusion

The Relationship between Molecular Geometry and Ca2+ Sensitivity

The Passive Properties of Biological Membranes

The Repertoire of Ionic Channels

Excitable Cells as Dynamical Systems

Modeling of the Cardiac Pumping Mechanism

Electrical Circuit Model of the Vascular System

Circulatory System Organization and Physiology

Connections to Other Physiological Systems

Clinical Issues Related to Cardiovascular System Function

Cardiovascular System and Hemodynamics

Examples of Hemodynamic Modeling

How did Mathematical Models come to be used in Hematopoiesis?

Hematopoiesis as a Control System: Feeback Loops, Robustness and Flexibility

Hematopoiesis as an Ecosystem: Cell Division, Mutations, Migration, Survival and Death

Respiratory physiology: key concepts and important clinical issues

Postural Adjustments and Stability

Mechanisms of Postural Stability

Mechanisms of Pattern Formation in Development

Gradient-Based Patterning as a Paradigm

Sequences of Stochastic Quantities

From Stochastic Models to Statistical Inference

Classical Statistical Inference

Bayesian Statistical Inference

Types of Uncertainty and Data Quality

Introduction: Chance Mechanisms

The First Steps Towards a Theory of Probability

The Axiomatization of Probability Theory

Probability and Statistics in Life Support Systems

The distribution function of a random variable.

Classification of random variables.

Some special discrete probability distributions.

Some special continuous probability distributions.

Location characteristics of a real-valued random variable.

Dispersion characteristics of a real-valued random variable.

Independence of Random Variables

Random Variables in Statistics

The moments and the characteristic function of a random variable.

Introduction and Preliminaries

Important Concepts and Methods

A Property of the Solution of a Stochastic Differential Equation

Ergodic Theory for Stationary Processes

Processes with Independent Increments

Stochastic Differential Equation

Non Uniform Random Variate Generation

A Tutorial on Mathematical Finance without Formula

Probability and philosophical foundations

Statistical populations and samples

Sampling from the normal distribution

Confidence statements and statistical tests

Parametric and Nonparametric Inference

Classical Statistical Inference

Errors of the First and the Second Kind

The Power Function, the Power and the Significance Level of the Test

Imprecise numbers and characterizing functions

Construction of characterizing functions

Multivariate data, imprecise vectors, and combination of imprecise samples

Generalized inference procedures for imprecise samples

The Future of Applied Statistics

Correlation Between Two Random Variables (Simple Correlation)

Introduction: Quality Control and Statistical Quality Control

Inspection and Prevention in Quality Control

Decision Making and its Statistical Tools in Quality Control

Statistical Lot Inspection Schemes

How to measure the information obtained in an experiment modeled linearly

The design of experiments with uncorrelated observations and non-restricted replications

Optimal design in linear models under a given covariance structure

Basic Principles of Mathematical Modeling

Mathematical Models in Water Sciences

Mathematical Models of Atmosphere and Climate

Mathematical Models in Energy Sciences

Mathematical Models in Food and Agricultural Sciences

Mathematical Models in Biological, Health, and Medical Sciences

Mathematical Models in Human Social Relations and Global Biosphere Processes

Physical and mathematical models

Fundamental and applied models

Using computers in mathematical modeling

Mathematical methods in experimental studies

Computational experiment in science and technology

Types of computational experiment: an example

Constructing mathematical models

Previous study of mathematical models

Mathematical Models in Hydrodynamics

Mathematical Models of Flows in Rivers, Lakes, and Coastal Waters

Mathematical Models of Circulation in Oceans and Seas

Mathematical Models of Water Waves

Mathematical Models for Water Resources Management

Mathematical Modeling of Oceanic and Marine General Circulation

Solvability of Problems of the Ocean and Sea Dynamics

Alternative and Generalized Models of the General Circulation in Oceans and Seas

Mathematical modeling in water resources planning

Water resources management in the face of climatic/ hydrological uncertainties

Mathematical model for regional transport and transformations of gaseous pollutants and aerosols

Equation system used in the hydrodynamic atmospheric models

Hydrodynamical Modeling of large-scale weather-producing mechanisms

Atmospheric models based on the primitive hydrodynamic equations

Application of hydrodynamical models to forecasting of local weather patterns

Mathematical model for global transport of persistent organic pollutants in the Northern Hemisphere

Classification of Agricultural Models

Typical Theoretical Models in Agriculture

Balance models of calculation of the irrigation regime and crops productivity.

Simulation of water and salts transport in unsaturated-saturated soils.

Static models: empirical-statistical approach

Dynamical models: An approach oriented to process account

Deterministic models of energy and mass exchange for plant environment

Models and decision making in agriculture

Mathematical models of optimization and allocation of sown areas

Mathematical models of fertilization optimization

Complex optimization of resource allocation in crop growing

Economic-mathematical models of optimization of structure of herds and flocks

Economic-mathematical models of optimization of rations of cattle feeding

Economic-mathematical models of optimization of combination of several branches in a farm

Economic efficiency of precision agriculture farm application

Specificity of mathematical modeling of living systems

Basic models in mathematical biophysics

Oscillations and rhythms in biological systems

Space-time self-organization of biological systems

Construction of Mathematical Population Models and the Main Tasks of Their Study

Deterministic Models of Population Genetics

Stochastic Models of Population Genetics

Mathematical Models of Biological Populations and Communities

Empirical principles of determination of insurance premiums.

Optimization and operations research: history and organizations

Optimization and operations research: impact and excellence

Operations research: scientific decision-making and the role of modeling

Optimization: the mathematical theory of models and algorithms

Optimization and computers: complexity and efficiency

Operations research and information systems: the implementation issue

Operations research and decision support systems: a case study

Selected WWW sites related to optimization and operations research

Discrete Optimization and Integer Programming

Implementation Aspects: Efficiency and Productivity

Seminal Development-Discrete Optimization

Infinite-Dimensional Optimization Problems

Necessary Optimality Conditions

Value Function and Bellman’s Principle

Optimization Problems Governed by Distributed Processes

Foundations of Non-cooperative Game Theory

Evolution and Learning in Games

Equivalencies in Atomless Economies

Biological Contexts: A Static Approach

Biological Contexts: A Dynamic Approach

Problem Definition and Examples

Finite Horizon Decision Problems

Infinite Horizon Markov Decision Problems

Mean-Variance Portfolio Selection

Portfolio Selection in Discrete Time

Decision Making Under Uncertainty

Graphical Representation of Decision Problems

Decision Behavior: Are Lottery Tasks and Quasi-Realistic Tasks Comparable?

An Outline of the Decision Process in Quasi-Realistic Risky Decision Tasks

Fishburn’s Measures of Pure Risk

Fishburn’s Measures of Speculative Risk

Introduction: Mathematics and Civilization

Mathematics and Civilization: Case Studies

The beginnings: invention of script, numbers, and metrological systems

Mathematical Texts: education and mathematical practices

Beyond the School: Mathematics in Daily Life, Literature and Art

Egyptian And Mesopotamian Mathematics in the Graeco-Roman Periods

The beginnings (seventh to sixteenth century)

Textbooks of Commercial arithmetic

The construction of a learned tradition

Three Visions of Geometry in the late Nineteenth Century

Creating a Theory of Geometric Topology

The middle ages and the renaissance

Early Methods of Solution- Linear Differential Equations

Newton’s Second Law as a Differential Equation- The Method of Perturbations

The Vibrating String- Partial Differential Equations

The Vibrating String-Trigonometric Series

Potential Theory- Laplace’s equation

The Parsimonious Universe- Calculus of Variations

Electrostatics- Poisson’s equation

Fourier on Heat Conduction and Fourier Series

Orthogonal Functions and Curvilinear Coordinates

Sturm-Liouville Theory- The Qualitative Theory

Continuum Mechanics- Elasticity

Hydrodynamics- The Navier-Stokes Equation

Electromagnetism- Maxwell’s Equations

Quantum Mechanics- The Schrodinger Equation

Distributions- Generalized Solutions of Differential Equations

The qualitative theory of dynamical systems

Some recent extensions and applications of dynamical systems

The beginning of OR in Britain: The use of radar in anti-aircraft warfare

OR’s move to the US military: The mobilisation of civilian scientists

ASWORG: Philip Morse’s OR group

The Applied Mathematics Panel: OR training courses during Word War II

Game theory: The significance of John von Neumann

The origin of linear programming: Logistic planning in the Army Air Force

Mathematical programming in academia: ONR project and game theory

Operations research in academia: Societies, journals, and conferences

Operations research and linear programming outside academia: some examples

The role of mathematical programming and game theory in OR: Disputes

The History of Mathematical Proof

The Golden Age of the Nineteenth Century

The Incredible Successive Enlargements of the Notions of Space and Of Point

Studying Subspaces: Classification, Measuring Them, Optimality

Some Geometric Spaces Which Are Surprising Extremely Rich Crossroads

Groups and Geometry: A Journey There And Back

Information Granularity and Granular Computing

Formal Approaches to Information Granulation: An Overview and Generalizations

A Design of Information Granules

Information granularity in signal representation and processing

History of Mathematics Education in Brazil: The Republican Period

The Role of Mathematics in the Italian Educational System

Mathematics in Primary School and the Training of the Teachers

Main features of Italian mathematical instruction

Contributions of the Development of Algebraic Notation

Early Development of Logarithms: Independent Invention

The Pioneer Period in the Introduction of History in Mathematics Education

International Cooperation in the Studies on the Use of History in Mathematics Education

History of Mathematics in Mathematics Education: Why, How, for Whom, When?

End of the 1970's: a Therapy against Dogmatism

Since 1980: other Types of Panacea for the History of Mathematics

Contribution of an Epistemological History to Teaching

History for a Cultural Approach of Mathematics

The History of Mathematics as an Instrument of a Pluridisciplinary Approach

The Introduction of a Historical Perspective into Mathematics Teaching

Combination of the discretization and solution process

Analytical methods for problems of mathematical physics

Fundamentals of the Potential Theory

Application of the Potential Theory to the Classical Problems of Mathematical Physics

The method of eigenfunctions for some problems of the theory of electromagnetism

The method of eigenfunctions for the heat conductivity problem

The method of eigenfunctions for problems of the oscillation theory

The application of integral transforms to problems of the oscillation theory

The application of integral transforms to heat conductivity problems

The application of integral transforms in the theory of neutron slow-down and diffusion

The application of integral transforms to problems of hydrodynamics

The application of integral transforms in the elasticity theory

The application of integral transforms in the coagulation kinetics

Brief instructions for the application of integral transforms

The solution of systems of linear equations

The solution of nonlinear equations and systems

Interpolation and approximation of functions

Two-sided methods and interval analysis

Numerical methods for ordinary differential equations

Other one-dimensional boundary problems

Higher order elements in one dimension

Two or Three-dimensional Elliptic Problems

Two-dimensional Lagrange Elements

Advection equation and method of characteristics.

Finite volumes for linear hyperbolic systems.

Degenerate Kernels. Projection and Collocation Methods

Iterative methods for linear and nonlinear integral equations

Numerical Algorithms for Solving Inverse and Ill-Posed Problems

Two-dimensional electrostatics problems

Three-dimensional electrostatics problems

Two-dimensional magnetostatics problems

Three-dimensional magnetostatics problems

Basic aspects of continuum mechanics

The three-dimensional linearized elasticity

A Brief Description of the Solutions

Numerical Schemes for 1-D Problems

Phenomenology and Quasi-chemical representation of the Boltzmann equation

Methods of reduced description

MHD model of solar wind flow around the magnetosphere

Mathematical statement of the flow problem: Basic equations

Climate, Climatic Variability and Climate Changes

Atmosphere & Ocean Circulation Models

Numerical Modeling of Climatic Variability and Climate Changes

Models of Global Dynamics by Club of Rome

The Problem of the Earth's Biosphere Stability

Global Models of Biosphere Dynamics

Problems of Biosphere Dynamics Prediction

Numerical Simulation and Experimental Models of the Biosphere

Biometric Data Collection and Analysis

Clinical Trials and Case Control Studies

Longitudinal Studies and Time Series

Linear Regression, Generalized Linear Models, Exponential Family and Logistic Regression

Simple Linear Regression model

Diagnostics and Remedial Measures

Multiple Linear Regression Model

A Corner Stone: the Exponential Family of Distributions

Inference for a Single Proportion

Analysis of 2 × 2 Contingency Tables

Analysis of R x C Contingency Tables

Basic concepts of survival analysis

The Kaplan-Meier Method and the Log-rank Test

The Cox proportional hazards model

Evaluating the proportional hazards assumption

Extension of the Cox Proportional Hazards Model for Time-dependent Variables

Some Models for Continuous Data

Computer Language and Systems Past, Present and Future

Changing Views of Statistical Computing

Statistical Computing in the Larger Context of Scientific Computing

Directions for Future Development

Chapters Included Under This Theme

Graphs for models involving two or more variables

Graphs for models involving several covariates

Graphs for modelling data developing in time or space

Resampling and Monte Carlo methods

Numerical optimization and integration

Advances in Routines Used for Statistical Computation

Languages and Systems for Statistical Computing

Key Ideas for Statistical Systems

Desiderata for Statistical Systems

Gaussian Random Process Models

Biostatistical Research Strategies

Statistical Models and Methods

The dependent happening relation

Applications of Biostatistics to Toxicology

Design and analysis of experiments

Modeling Individual Tree Characteristics

Simple Stories but Challenging Concerns

Ecological Sampling and Statistical Inference

Biodiversity Measurement and Comparison

Environmental Data and Cost-Effective Acquisition

Landscape Ecology and Multi-Scale Assessment

Echelon Analysis for Multispectral Environmental Change Detection

Statistics as an Instrument to Deal with Environmental and Ecological Crisis

Defining and Measuring Ecological diversity

Statistical Inference on Diversity

Parameter Estimation for a Multivariate Normal Population

Tests of Hypotheses for Mean Vectors and Covariance Matrices

Design Considerations in Water-Quality Monitoring Networks

The Concept of Stochastic Modelling

SM Metaphors and Reality Levels

Spatiotemporal Random Field Models

Mathematical Forms of Natural Laws Considered in SM Applications

SM in Genetic Research, Carcinogenesis and Toxicokinetics applications

The Importance of Physical Geometry and Space/Time Scales

Knowledge Integration and the Epistemic Approach to Space/time

Decision Making, Geographical Information Systems, and Sampling Design

Population Indicator Functions

Risk Assessment and Environmental Exposure-Health Effect Associations

Setting Environmental Standards

The Global Atmospheric Gases Experiment

Nitrous Oxide Levels at Mace Head

Why Do We Resort to Mathematical Modeling of Life Support Systems?

What Kinds of Life Support Systems Can Be Described by Mathematical Models?

How Is Mathematical Modeling Done?

Understanding Uncertainty Accompanying Mathematical Models

The mathematical concept of dynamical system

Modeling in automatic control (Mathematical systems theory)

Flow in Watersheds and Channels

Deterministic and Statistical Modeling

Deterministic Modeling of Flow in Watersheds

Deterministic Modeling of Flow in Channels

Statistical Modeling of Flow in Watersheds

Approximate Systems of Equations

Physical principles of free surface waves

Forcing functions for wave modeling

A Short Introduction to Turbulence Theory

Mathematical Modelling of the Transport of Pollution

Elements of an Electric Power System

Link between Energy and Kinetics of Reaction

Breaking of Chains in a Volume and at the Surface

Development of Chains with Time

Models Based upon Energy Balance

Atmospheric General Circulation Models

History of Numerical Weather Prediction

The Green and Ampt (1911) Model

Green and Ampt Model and Richards’ Equation

Richards’ Equation and Profile Analysis

Effects of Boundary Conditions

Interaction of Surface Water and Chemical Transport in Soils

Steady State Solutions of the Rose - Hairsine Model

Archetypical models of evolution and ecology

Introduction: Purposes of Mathematical Modeling in the study of Marine Ecosystems.

Processes and Fluxes in Marine Ecosystems

Various Approaches to Marine Ecosystems Modeling

More about Population-level Models

Models for Infectious Diseases

Models for Vector-Born Infections

Posing the Question and Design of the Answer

Policy Adoption and Implementation

Tailoring Models for Policy - the Intervener as Part of the System

Introduction and Overview of the Underlying Chapters

Mathematics, general equilibrium and dynamical system theory

Ecological-economic interaction models

Dynamic macro and micro simulation models

Optimization Theory - Job Amenity and Moonlighting

Operations Research - The Job Assignment Problem

Game Theory - Political Competition

Positive and Negative Externalities

Socially Optimum Provision of Environmental Bads

Mechanisms to Achieve the Optimal Level of an Environmental Bad

Socially Optimum Provision of Environmental Public Goods

A Unified Framework for the Optimal Management of Natural Resources

Global Trends and Global Change

Modeling of Global Trends and Global Changes

The Essential Features of the Systemic Method

The Universal Scope of Systems

The Social System Concept: Differential Characteristics

Social Synergy as a Rational Design

Content and Structure of Contributions to this Theme

Application of Systems Science and Cybernetics: Modeling Society

Needs and Values: the Reference Pattern of Values

System Outputs: Raison D tre of "Systems Science and Cybernetics"

An Axiological Model of the World Pseudosystem

A New Model for the World System?

The Snake of Rational Curiosity in the Medieval Garden

The Slow Dawn of Technology in Medieval Europe

Descartes, the not very Systemic Systemist

The Expansion of the Universe of Knowledge

The Twilight of Scientific Simplicity: A can of Worms in 20th Century Science

Contributions of General System Theory to the Philosophy of Science

Applications and Policy Implications: The Knowledge Problematique vis--vis Complex Systems

Ethics as Emergent Property of Social Systems

Growth, Development, and Sustainable Development in Economic Systems: The Role of Ethics

Relationship between Ethics and Quality

Systemic View of Ethics to Detect, Improve, and Design Quality of Life

Fundamental Principles of Axiological Systems Theory

The Basic Transformation Model

Self-contained Conceptualization

Multiplicity of Evolutionary Complex Systems and Sustainability

Integrating Epistemology of Thermodynamics and of Biological Evolutionary Systems

The Role of Automation of Work Processes

The Requirement of Flexible Human Skills: Road to a Socio-Technical View

The Socio-Technical System Approach with Respect to Information- and Communication Technologies

Epistemic Implications of Systems Approaches

The Relevance of the Systems Sciences

Systems Sciences as a Field of Inquiry

The Breadth and Diversity of the Systems Sciences

The Social Dimension of Systems Thinking

Simplistic Generalizations have Engendered Civilizations

An Organismic Biology Emerged from GSW

Behavioral and Social Sciences Urgently Need GSW

What is Social Systems Design?

What is the Product of Design?

What is the Process of Design?

Macrosocial Issues and Their Inherent Values and Morals

Utopianism and Ideals without Illusions

Social Enginnering: Piecemil and Systemic

Introduction: The Role of Critical Systems Thinking within the Systems Movement

Origins: Opposition to the Hard Systems Approach, Improvement of Soft Approach

Confrontation: Different Approaches Compared

The Five Commitments of Critical Systems Thinking

Total Systems Intervention (TSI 1)

The State of Systemic Problem-solving

Dimensions of Human Life-support Systems and Sustainability

A Template to Analyze General Systems Approaches

Current General Systems Approaches

The Basic General Systems Concepts

Quantification, Mathematization and Measurement

The Scientific Imperative and the Quantification Problem

Quantification Means Representation and Evaluation

Quantification. Formal Definition

Adequacy in the form of Quantification

Quantification of Attributes in Soft System Domains

The Formalization and Quantification of Complexity

The Failure in Modeling Large Scale Systems

Traditional Approaches to the Evaluation Problem. The Theory of Measurement

The Application of Qualitative and Quantitative Reasoning

Quantification Theory and Quantifiers in Logic

Implicit Quantification and Implicit Quantifiers

A [Not Quite] "New" Quantification Approach. Implicit Quantification

An outstanding example of the chaotic dynamic system: the logistic map

Rationales to Unifying Transdisciplinarily

External and Internal Constraints

Applications of Cybernetic Principles

Introduction: What Second Order Cybernetics is, and What it Offers

Background—the Logical Basis for Second Order Cybernetics

Second Order Cybernetics—Historical Overview

Theory of Second Order Cybernetics

Praxis of Second Order Cybernetics

Autopoiesis (Self-Production) of Networks

Cybernetic Explanation and the Concept of Mechanism

The First Order Study of Natural Systems

Approaches to the Study of Social Systems

Cybernetics and the Arts, Humanities and Vocational Disciplines

Computability, Decidability, and Complexity

Computational Intelligence and Knowledge-based Systems

Computational Intelligence and Neural Networks

Computational Life and Genetic Programming

Computational Intelligence and Life in the World Wide Web

Definition and Understanding of Computational Intelligence

Goals of Computational Intelligence and their Accomplishment to date

Other Views of Computational Intelligence

Computational Intelligence and Soft Computing: Combinations of different Components

Introduction: Nervous Systems and Neurons

Perceptrons and More General Models of Neurons

Multilayered Perceptrons and General Neural Networks

Complexities of Problems and Algorithms

Introduction to Global Search Methods

Contribution of Statistical Physics and Thermodynamics

The Simulated Annealing Algorithm

Examples of Problems Solved Thanks to Simulated Annealing

Comparisons with Other Heuristics and SA Performance Improvements

A Modern Treatment of Walras’ General Equilibrium Theory

A Generalization of Ricardo’s Economic Theory

A Generalization of Malthus’ Population Dynamics with Chaos

Von Thunen’s Spatial Economics and a Short-Run Dynamics of Land Prices

The Ramsey Growth Model and Neoclassical Growth Theory

Monetary Economic Growth and Business Cycles

A Growth Model with Solow’s and Schumpeter’s Growth Mechanism

Economic Growth with Arrow’s Learning by Doing and Uzawa’s Education

A Nonlinear Keynesian Economic Dynamics and Chaos

Traditional Trade Theories and the Core Trade Theorems

On Gneralization of Economic Theories

The Origins of Mathematical Economics

Scalar Linear Equations and Their Applications to Economics

Scalar Nonlinear Equations and Their Applications to Economics

Planar Linear Equations and Their Applications to Economics

Two-dimensional Nonlinear Equations and Their Applications to Economics

Higher-Dimensional Linear Equations and Their Applications to Economics

Higher-Dimensional Nonlinear Equations And Their Applications to Economics

Optimality properties of equilibrium

Uniqueness properties of equilibrium

The Behavior of Single-Person Households

A Simple Walrasian General Equilibrium Model

Cost Benefit Analysis of Small Projects in General Equilibrium

The First and Second Welfare Theorem

Simulation Models and Normative Modeling

Tragedy of the Commons – Global Warming

Money in Walrasian general equilibrium theory

Demand and supply of money in Keynesian Macroeconomics

Investment demand in Keynesian Macroeconomics

R&D-based Growth with Horizontal and Vertical Differentiation

The Neoclassical Model of Economic Growth

Understanding Technical Progress: An Early Attempt

Fundamental Decision-Making Concepts and Models

Models with Asymmetric Link Costs

A Transportation Network Efficiency Measure and the Importance of Network Components

The Modeling Revolution in Economics

The Evolution of Models in Regional Economic Research