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The Genesis of Differential Games in Light of Isaacs’ Contributions

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Abstract

Rufus P. Isaacs joined the RAND Corporation4, Santa Monica, California in 1948 and started to develop the theory of dynamic games in the early 1950s. Until winter 1954/55, when Isaacs left the RAND Corporation, he investigated two player, zero-sum dynamic games of the classic pursuit-evasion type. Prior to 1965, Isaacs published his theory only in internal RAND papers and research memoranda. In his first RAND paper (Ref. 1), Isaacs sketched the basic ideas of zero-sum dynamic game theory. The ideas already included rudimentary precursors of the maximum principle, dynamic programming, and backward analysis. At the end of 1954 and the beginning of 1955, Isaacs summarized his research in four research memoranda (Refs. 3--6), which ten years later formed the basis of his famous book on Differential Games (Ref. 7). This paper surveys Isaacs’ research with an emphasis on the early years of dynamic games. The readers are kindly invited to discuss the author’s point of view. Comments and statements sent to the author will be summarized and published later.

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References

  • R. P. Isaacs (1951) Games of Pursuit RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman (1984) Eye of the Hurricane: An Autobiography World Scientific Singapore

    Google Scholar 

  • R. P. Isaacs (1954) Differential Games, I: Introduction RAND Corporation Santa Monica, California

    Google Scholar 

  • R. P. Isaacs (1954) Differential Games, II:The Definition and Formulation RAND Corporation Santa Monica, California

    Google Scholar 

  • R. P. Isaacs (1954) Differential Games, III: The Basic Principles of the Solution Process RAND Corporation Santa Monica, California

    Google Scholar 

  • R. P. Isaacs (1955) Differential Games IV: Mainly Examples RAND Corporation Santa Monica, California

    Google Scholar 

  • Isaacs R. P. Differential Games: A Mathematical Theory with Applications to Warfare and Pursuit, Control, and Optimization, John Wiley and Sons, New York, NY, 1965; Revised 2nd Edition, John Wiley and Sons, New York, NY, 1967; Revised and Extended 3rd Edition, Krieger, Huntington, NY, 1975; Paperback Republication of the 1st Edition, Dover, Mineola, NY, 1999.

  • Isaacs R. P., The Finite Differences of Polygenic Functions, Bulletin of the American Mathematical Society, Vol. 47, pp. 444–448, 1941; see also PhD. Thesis, Faculty of Pure Science, Columbia University, New York, NY, 1942.

  • E. Kasner J. R. Newman (1940) Mathematics and the Imagination (with Drawings and Diagrams by Rufus Isaacs) Simon and Schuster New York, NY

    Google Scholar 

  • Isaacs R. P., A Finite Difference Function Theory, Revista de la Universidad Nacional de Tucuman, Vol. 2A, pp. 177 201, 1941; see also PhD Thesis, Faculty of Pure Science, Columbia University, New York, NY, 1942.

  • R. P. Isaacs (1948) ArticleTitle Planar Elasticity as a Potential Theory Revista de la Universidad Nacional de Tucuman 6A 263–272

    Google Scholar 

  • Isaacs, R. P., Monodiffric Functions, Proceedings of a Symposium on the Construction and Applications of Conformal Maps, University of California, Los Angeles, California, 1949; Edited by the National Bureau of Standards, Applied Mathematics Series, US Government Printing Office, Washington, DC, Vol. 18, pp. 257--266, 1952.

  • R. P. Isaacs (1945) ArticleTitle Airfoil Theory for Flows of Variable Velocity Journal of the Aeronautical Sciences 12 113–117

    Google Scholar 

  • R. P. Isaacs (1946) ArticleTitleAirfoil Theory for Rotary Wing Aircraft Journal of the Aeronautical Sciences 13 218–220

    Google Scholar 

  • R. P. Isaacs (1947) ArticleTitle Numerical Determination by Use of Special Computational Devices of an Integral Operator in the Theory of Compressible Fluids, II: Determination of the Coefficients of the Integral Operator by Interpolatory Means Journal of Mathematical Physics 26 165–181

    Google Scholar 

  • R. P. Isaacs (1948) ArticleTitle Recent Progress in Compressible Fluid Theory American Mathematical Monthly 55 140–144

    Google Scholar 

  • Isaacs, R. P., Transstability Flutter of Supersonic Aircraft Panels, Report AL-127, North American Aviation, Los Angeles, California, 1948; see also Paper P-101, RAND Corporation, Santa Monica, California, 1949.

  • R. P. Isaacs (1948) A Static Stability Analysis for Thin Buckled Beams at Supersonic Speeds North American Aviation Los Angeles, California

    Google Scholar 

  • J. Von Neumann O. Morgenstern (1944) Theory of Games and Economic Behavior Princeton University Press Princeton, New Jersey

    Google Scholar 

  • R. E. Bellman (1951) Symmetric Three-Person Games and the Concept of an Independent Point RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman (1951) On Some Dynamic Linear Programming Problems RAND Corporation Santa Monica, California

    Google Scholar 

  • Bellman, R. E., On the Theory of Dynamic Programming, Proceedings of the National Academy of Sciences of the USA, Vol. 38, pp. 716--719, 1952.

  • R. E. Bellman (1953) An Introduction to the Theory of Dynamic Programming RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman (1953) On an Application of the Theory of Dynamic Programming to Bottleneck Problems in Production and Allocation RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman (1954) Dynamic Programming of Continuous Processes RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman (1956) Dynamic Programming and Its Application to Variational Problems in Mathematical Economics RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman (1957) Dynamic Programming Princeton University Press Princeton, New Jersey

    Google Scholar 

  • Bellman, R. E., and Blackwell, D. H., Some Two-Person Games lnvolving Bluffing, Proceedings of the National Academy of Sciences of the USA, Vol. 35, pp. 600--605, 1948.

  • R. E. Bellman D. H. Blackwell (1950) On Games Involving Bluffing RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman S. E. Dreyfus (1962) Applied Dynamic Programming Princeton University Press Princeton, New Jersey

    Google Scholar 

  • R. E. Bellman W. H. Fleming D. V. Widder (1956) ArticleTitle Variational Problems with Constraints Annali di Matematica Pura ed Applicata 41 (Fourth Series) 301–323

    Google Scholar 

  • Bellman,. R. E., Glicksberg, I. L., and Gross, O. A., On Some Variational Problems Occurring in the Theory of Dynamic Programming, Proceedings of the National Academy of Sciences of the USA, Vol. 39, pp. 298--301, 1953.

  • R. E. Bellman I. L. Glicksberg O. A. Gross (1954) ArticleTitle On Some Variational Problems Occuring in the Theory of Dynamic Programming Rendiconti del Circolo Matematico di Palermo 3 (Second Series) 363–397

    Google Scholar 

  • Bellman, R. E., Glicksberg, I. L., and Gross, O. A., On Some Nonlinear Integral Equations Occurring in the Theory of Dynamic Programming, Proceedings of the National Academy of Sciences of the USA, Vol. 41, pp. 227--229, 1955.

  • R. E. Bellman I. L. Glicksberg O. A. Gross (1958) Some Aspects of the Mathematical Theory of Control Processes (Survey Report) RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman R. Karush (1964) Dynamic Programming: A Bibliography of Theory and Application RAND Corporation Santa Monica, California

    Google Scholar 

  • R. E. Bellman M. Shiffman (1951) On the Min-Max of a Special Integral RAND Corporation Santa Monica, California

    Google Scholar 

  • Berkovitz, L. D., A Variational Approach to Differential Games, Research Memorandum RM-2772, RAND Corporation, Santa Monica, California, 1961; see also Annals of Mathematics Studies, Vol. 52, pp. 127--174, 1964.

  • L. D. Berkovitz (1962) A Survey of Certain Aspects of the Mathematics of Control Problems RAND Corporation Santa Monica, California

    Google Scholar 

  • Berkovitz, L. D., and Fleming, W. H., On Differntial Games with Integral Payoff; see Ref. 118, pp. 413 435, 1957.

  • D. H. Blackwell M. A. Girshick (1954) Theory of Games and Statistical Decisions John Wiley and Sons New York, NY

    Google Scholar 

  • J. M. Danskin (1952) An Extension of the Brown-Robinson Iterative Process for Finding the Value of a Game RAND Corporation Santa Monica, California

    Google Scholar 

  • J. M. Danskin (1952) Another Proof of the Minmax Theorem for Continuous Payoffs RAND Corporation Santa Monica, California

    Google Scholar 

  • J. M. Danskin (1967) The Theory of Max-Min and Its Application to Weapons Allocation Problems Springer Berlin, Germany

    Google Scholar 

  • Darling, D. A., The Continuous Pursuit Problem, Unpublished Notes, 1954.

  • M. Dresher (1949) Mathematical Theory of Zero-Sum Two-Person Games with a Finite Number or a Continuum of Strategies RAND Corporation Santa Monica, California

    Google Scholar 

  • M. Dresher (1951) An Analysis of Three-Move Finite Games RAND Corporation Santa Monica, California

    Google Scholar 

  • Dresher, M., Games of Strategy: Theory and Applications (Includes Bibliography), Report R-360, RAND Corporation, Santa Monica, California, 1961; see also Prentice-Hall, Englewood Cliffs, New Jersey, 1961.

  • M. Dresher S. Karlin (1951) Solutions of Convex Games as Fixed Points RAND Corporation Santa Monica, California

    Google Scholar 

  • W. H. Fleming (1952) On Weak Convergence of Strategies in Certain Games over a Function Space RAND Corporation Santa Monica, California

    Google Scholar 

  • W. H. Fleming (1952) Minmax Theorem for a Class of Games over a Function Space RAND Corporation Santa Monica, California

    Google Scholar 

  • W. H. Fleming (1952) Reduction of Certain Games over Function Space RAND Corporation Santa Monica, California

    Google Scholar 

  • W. H. Fleming (1954) ArticleTitle On a Class of Games over Function Space and Related Variational Problems Annals of Mathematics 60 578–594

    Google Scholar 

  • Fleming, W. H., A Note on Differential Games of Prescribed Duration; see also Ref. 118, pp. 407--412, 1957.

  • W. H. Fleming (1961) ArticleTitleThe Convergence Problem for Differential Games Journal of Mathematical Analysis and Applications 3 102–116

    Google Scholar 

  • W. H. Fleming (1964) ArticleTitle The Convergence Problem for Differential Games, II Annals of Mathematics Studies 52 195–210

    Google Scholar 

  • I. L. Glicksberg O. A. Gross (1950) Notes on the Game with Rational Payoff RAND Corporation Santa Monica, California

    Google Scholar 

  • I. L. Glicksberg O. A. Gross (1950) A Class of Games with Unique Density Function Solutions RAND Corporation Santa Monica, California

    Google Scholar 

  • I. L. Glicksberg O. A. Gross (1951) Continuous Games with Given Strategies RAND Corporation Santa Monica, California

    Google Scholar 

  • I. L. Glicksberg O. A. Gross (1951) The Pathological Nature of Certain Games with Rational Payoff RAND Corporation Santa Monica, California

    Google Scholar 

  • I. L. Glicksberg O. A. Gross (1951) Continuous Games with Given Unique Solutions RAND Corporation Santa Monica, California

    Google Scholar 

  • I. L. Glicksberg O. A. Gross (1952) Solution Sets for Games on the Square RAND Corporation Santa Monica, California

    Google Scholar 

  • O. A. Gross (1954) The Derivatives of the Value of a Game RAND Corporation Santa Monica, California

    Google Scholar 

  • Hausner, M., Optimal Strategies in Games of Survival, Research Memorandum RM-777, RAND Corporation, Santa Monica, California, 1952; see also Games of Survival, Research Memorandum RM-776, RAND Corporation, Santa Monica, California, 1952.

  • R. P. Isaacs (1952) A Pursuit Game with Incomplete Information RAND Corporation Santa Monica, California

    Google Scholar 

  • R. P. Isaacs (1953) ArticleTitle Optimal Horse Race Bets American Mathematical Monthly 60 310–315

    Google Scholar 

  • R. P. Isaacs (1953) A Game of Aiming and Evasion: General Discussion and the Marksman’s Strategies RAND Corporation Santa Monica, California

    Google Scholar 

  • R. P. Isaacs (1955) ArticleTitle A Card Game with Bluffing American Mathematical Monthly 62 99–108

    Google Scholar 

  • R. P. Isaacs (1955) ArticleTitle The Problem of Aiming and Evasion Naval Reserve Logistics Quarterly 2 47–67

    Google Scholar 

  • R. P. Isaacs (1961) Some Simple Methods for Pursuit and Similar Maneuvering Problems Institute for Defense Analyses (IDA), Weapons Systems Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1966) The Solution to a Game Occurring in a Naval Appointment Problem Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1966) The Interdiction Game with a Parameter Unknown to One Player Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1966) On Bang-Bang-Bang Surfaces in Differential Games Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • Pontryagin, L. S., Boltyanskij, V. G., Gamkrelidze, R. V., and Mishchenko, E. F., The Mathematical Theory of Optimal Processes (in Russian), Fizmatgiz, Moscow, Russia, 1961; see also Interscience (Wiley), New York, NY, 1962 (in English).

  • Isaacs, R. P., Differential Games, Revised and Extended Edition, Mir, Moscow, Russia, 1967 (in Russian).

  • Isaacs, R. P., Jeux Differentiels: Theorie des Jeux Appliquées aux Domaines de la Guerre, des Poursuites, du Controle et de L’Optimisation, Revised Edition, Dunod, Paris, France, 1968 (in French).

  • R. P. Isaacs S. Karlin (1953) A Game of Aiming and Evasion RAND Corporation Santa Monica, California

    Google Scholar 

  • S. Karlin (1951) Reduction of Certain Classes of Games to Integral Equations RAND Corporation Santa Monica, California

    Google Scholar 

  • S. Karlin (1951) The Theory of Infinite Games RAND Corporation Santa Monica, California

    Google Scholar 

  • Karlin, S., Continuous Games, Proceedings of the National Academy of Sciences of the USA, Vol. 37, pp. 220--223, 1951.

  • S. Karlin (1952) On a Class of Games RAND Corporation Santa Monica, California

    Google Scholar 

  • S. Karlin (1953) ArticleTitle The Theory of Infinite Games Annals of Mathematics 58 (Second Series) 371–401

    Google Scholar 

  • S. Karlin (1959) Mathematical Methods and Theory in Games, Programming, and Economics Addison-Wesley Reading, Massachusetts

    Google Scholar 

  • J. W. Milnor (1951) Games against Nature RAND Corporation Santa Monica, California

    Google Scholar 

  • J. W. Milnor (1953) Reasonable Outcomes for N-person Games RAND Corporation Santa Monica, California

    Google Scholar 

  • J. W. Milnor (1953) ArticleTitleSums of Positional Games, Contributions to the Theory of Games, Vol. 2 Annals of Mathematics Studies 28 291–301

    Google Scholar 

  • J. W. Milnor L. S. Shapley (1955) On Games of Survival RAND Corporation Santa Monica, California

    Google Scholar 

  • J. W. Milnor L. S. Shapley (1957) ArticleTitleOn Games of Survival, Contributions to the Theory of Games, Vol. 3 Annals of Mathematics Studies 39 15–45

    Google Scholar 

  • Scarf, H. E.,On Differential Games with Survival Payoff; see also Ref. 118, pp. 393--405, 1957.

  • L. S. Shapley (1952) A Value for N-Person Games RAND Corporation Santa Monica, California

    Google Scholar 

  • L. S. Shapley (1952) Quota Solutions of N-Person Games RAND Corporation Santa Monica, California

    Google Scholar 

  • L. S. Shapley (1952) Notes on the N-Person Game, III: Some Variants of the von Neumann-Morgenstern Definition of Solution RAND Corporation Santa Monica, California

    Google Scholar 

  • L. S. Shapley (1952) Notes on the N-Person Game, IV: A Theorem on C-Stable Sets RAND Corporation Santa Monica, California

    Google Scholar 

  • L. S. Shapley (1952) An Example of an Infinite, Nonconstant-Sum Game RAND Corporation Santa Monica, California

    Google Scholar 

  • L. S. Shapley (1953) Notes on the N-Person Game, V: Stable-Set Solutions Including an Arbitrary Closed Component RAND Corporation Santa Monica, California

    Google Scholar 

  • L. S. Shapley (1953) ArticleTitleA Value for N-Person Games, Contributions to the Theory of Games, Vol. 2 Annals of Mathematics Studies 28 307–317

    Google Scholar 

  • L. S. Shapley J. W. Milnor N. Z. Shapiro (1960 and 1961) Values of Large Games RAND Corporation Santa Monica, California

    Google Scholar 

  • Berkovitz, L. D., Letter to the Author, November 15, 2002.

  • Berkovitz, L. D., E-mail Discussion with the Author, 2002.

  • Fleming, W. H., E-mail Discussion with the Author, 2002.

  • Fleming, W. H., Comments on Michael H. Breitner’s Draft Paper Rufus P. Isaacs and the Early Years of Differential Games: A Survey and Discussion Paper, Short Paper, Brown University, Providence, Rhode Island, 2002.

  • Isaacs, R. P., Some Fundamentals of Differential Games/Differential Games: Their Scope, Nature and Future, Topics in Differential Games, Edited by A. Blaquière, North-Holland, Amsterdam, Holland, pp. 1 –42, 1973 (pp. 2– 19 are an unaltered reprint of Ref. 142).

  • A. Friedman (1971) Differential Games John Wiley and Sons New York, NY

    Google Scholar 

  • Krasovskij, N. N., and Subbotin, A. I., Game-Theoretical Control Problems, Nauka, Moscow, Russia, 1974 (in Russian); see also Springer, New York, NY, 1988 (in English).

  • L. D. Berkovitz (1985) ArticleTitle The Existence of Value and Saddle Point in Games of Fixed Duration SIAM Journal on Control and Optimization 23 172–196

    Google Scholar 

  • L. D. Berkovitz (1989) ArticleTitleA Survey of Recent Results in Differential Games Lecture Notes in Control and Information Sciences 119 35–50

    Google Scholar 

  • L. D. Berkovitz (1989) ArticleTitleThirty Years of Differential Games Lecture Notes in Pure and Applied Mathematics 119 1–11

    Google Scholar 

  • L. D. Berkovitz (1994) ArticleTitleA Theory of Differential Games Annals of the International Society of Dynamic Games 1 3–22

    Google Scholar 

  • Valentine, F. A., The Problem of Lagrange with Differential Inequalities as Added Side Conditions, PhD Thesis, University of Chicago, 1937; see also Contributions to the Calculus of Variations 1933–1937, University of Chicago Libraries, Chicago, Illinois, pp. 403–447, 1937.

  • Crandall, M. G., and Lions, P. L., Condition d’Unicité pour les Solutions Generaliseés des Equations de Hamilton-Jacobi du Premier Ordre, Comptes Rendus des Seances de l’Academie des Sciences, Vol. 292 (First Series, Mathematics), pp. 183–186, 1981 (in French); see also Two Approximations of Solutions of Hamilton-Jacobi Equations, Mathematics of Computation, Vol. 43, pp. 1–19, 1984 (in English).

  • Caratheodory, C., Variationsrechnung und partielle Differentialgleichungen erster Ordnung, B. G. Teubner, Leipzig, Germany, 1935 (in German); see also Calculus of Variations and Partial Differential Equations of the First Order, Holden-Day, San Francisco, California, 1965/67 (in English).

  • H. J. Pesch R. Bulirsch (1994) ArticleTitleThe Maximum Principle, Bellman’s Equation, and Caratheodory’s Work Journal of Optimization Theory and Applications 80 199–225

    Google Scholar 

  • V. G. Boltyanskij R. V. Gamkrelidze L. S. Pontryagin (1956) ArticleTitleOn Theory of Optimal Processes Doklady Akademii Nauk SSSR 110 7–10

    Google Scholar 

  • Pontryagin, L. S., Optimal Control Processes, Proceedings of the International Congress of Mathematicians, Edinburg, Scotland, 1958; Edited by J. A. Todd, Cambridge University Press, Cambridge, UK, pp. 182–202, 1960; see also Uspekhi Matematicheskikh Nauk, Rossijskaya Akademiya Nauk, Vol. 14, pp. 1–20, 1959 (in Russian).

  • E. F. Mishchenko L. S. Pontryagin (1959) ArticleTitleA Statistical Problem on Optimal Control Doklady Akademii Nauk SSSR 128 890–892

    Google Scholar 

  • V. G. Boltyanskij R. V. Gamkrelidze L. S. Pontryagin (1960) ArticleTitleTheory of Optimal Processes, I: The Maximum Principle Izvestiya Rossijskoj Akademii Nauk, Seriya Matematicheskaya 24 3–42

    Google Scholar 

  • Petrosyan, L. A., Discussion with the Author of This Paper at the Tenth International Symposium on Dynamic Games and Applications, St. Petersburg, Russia, July 8--11, 2002; see www.hut.fi/Units/SAL/isdg and www.isdgrus.ru/ISDG2002. See also Breitner, M. H., Rufus P. Isaacs and the Early Years of Differential Games: A Survey and Discussion Paper, Proceedings of this Symposium, Edited by L. A. Petrosyan and N. A. Zenkevich, Faculty of Applied Mathematics and Control Processes, St. Petersburg State University, St, Petersburg, Russia, pp, 113--128, 2002.

  • Dresher, M., Tucker, A. W., and Wolfe, P., Editors, Contributions to the Theory of Games, Vol. 3, Annals of Mathematics Studies, Princeton University Press, Princeton, New Jersey, Vol. 39, 1957.

  • S. I. Vavilov (1998) The Problem of Diffuse Reflection of Light by a Turbid Medium, 1943 R. V. Ambartsumian (Eds) A Life in Astrophysics: Selected Papers of V. A. Ambartsumian Allerton Press New York, NY

    Google Scholar 

  • R. P. Isaacs (1956.) The Optimal Distribution of Widgets Released by Bombers Penetrating a Chain of Defense Zones Hughes Aircraft Company Culver City/Los Angeles, California

    Google Scholar 

  • R. P. Isaacs (1956) Game Theory Applied to Tactics Problems in General and to the Long-Range Interceptor Problem in Particular Hughes Aircraft Company Culver City/Los Angeles, California

    Google Scholar 

  • R. P. Isaacs (1956) The Expected Number of Targets Hit by a Large Number of Missiles Hughes Aircraft Company Culver City/Los Angeles, California

    Google Scholar 

  • R. P. Isaacs (1958) Decoy Attacks Hughes Aircraft Company Culver City/Los Angeles, California

    Google Scholar 

  • R. P. Isaacs (1959) The Best Release Time for a Missile under: Prelaunch Attack Institute for Defense Analyses (IDA), Weapons Systems Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1961) A Ring of Satellites Institute for Defense Analyses (IDA), Weapons Systems Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1963) Aircraft Carriers in Future Wars: A Broad Glimpse Center for Naval Analyses (CNA), Project Strike Washington, DC

    Google Scholar 

  • R. P. Isaacs (1963) Probability Formulas for the Destruction of CVA Catapults or Other Multiple Targets by a Succession of Bombs Center for Naval Analyses (CNA), Project Strike Washington, DC

    Google Scholar 

  • R. P. Isaacs (1963) Calculation of the Expected Deck Area Destruction of a Bombarded Carrier Center for Naval Analyses (CNA), Project Strike Washington, DC

    Google Scholar 

  • R. P. Isaacs (1963) Some Results on Carrier Aircraft Availability Center for Naval Analyses (CNA), Project Strike Washington, DC

    Google Scholar 

  • R. P. Isaacs (1964) The Best Deployment of a Naval Force in the Vicinity of Potential Trouble Spots Center for Naval Analyses (CNA), Operations Research and Mathematical Sciences Division Washington, DC

    Google Scholar 

  • R. P. Isaacs (1965) Many Weapons Fired at Many Targets Center for Naval Analyses (CNA), Operations Research and Mathematical Sciences Division Washington, DC

    Google Scholar 

  • R. P. Isaacs (1965) Maintaining Surveillance with Moving Craft Center for Naval Analyses (CNA), Operations Research and Mathematical Sciences Division Washington, DC

    Google Scholar 

  • R. P. Isaacs (1966) Bombing Separate and Vulnerable Targets Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1966) Nuclear or Conventional Missiles–-An Optimal Firing Sequence Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1966) Some Episodes During the International Congress of Mathematicians Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1966) Estimating Probabilities from Samples with Values either Specified or Bounded Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1966) The Expected Number of Observations Needed to Distinguish Two Types of Radar Signals Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1967) The Distribution of Gap Size in a Line of Bombers Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1967) The Probability of a Carrier’s Being Undetected by a Line of Advancing Bombers Center for Naval Analyses (CNA), Operations Evaluation Group Washington, DC

    Google Scholar 

  • R. P. Isaacs (1950) ArticleTitleIterates of Fractional Order Canadian Journal of Mathematics 2 409–416

    Google Scholar 

  • R. P. Isaacs (1950) The Evaluation of a Definite Integral RAND Corporation Santa Monica, California

    Google Scholar 

  • R. P. Isaacs (1969) ArticleTitleDifferential Games: Their Scope, Nature, and Future Journal of Optimization Theory and Applications 3 283–295

    Google Scholar 

  • Isaacs, R. P., Differential Games with Incomplete Information -- Introductory Remarks, Differential Games and Control Theory Proceedings of a National Science Foundation-Conference Board of the Mathematical Sciences Regional Research Conference, University of Rhode Island, Kingston, Rhode Island, 1973; Edited by E. O. Roxin, P. T. Liu, and R. L. Sternberg, Lecture Notes in Pure and Applied Mathematics, Marcel Dekker, New York, NY, Vol. 10, pp. 179--180, 1974.

  • R. P. Isaacs (1975) ArticleTitle Infinite Families of Nontrivial Trivalent Graphs Which Are Not Tait Colorable American Mathematical Monthly 82 221–239

    Google Scholar 

  • Isaacs, R. P., The Past and Some Bits of the Future, The Theory and Application of Differential Games, Proceedings of a NATO Advanced Study Institute Meeting, University of Warwick, Coventry, England, 1974; Edited by J. D. Grote, NATO Advanced Study Institute Series, Reidel, Dordrecht, Holland, Vol. 13 (Series C), pp. 1–11, 1975.

  • Isaacs, R. P., Loupekhine’s Snarks: A Bifamily of Non-Tait-Colorable Graphs, Technical Report 263, Department of Mathematical Sciences, Johns Hopkins University, Baltimore, Maryland, 1976.

  • R. P. Isaacs (1979) ArticleTitleThe Distribution of Primes in a Special Ring of Integers Mathematics Magazine 52 31–36

    Google Scholar 

  • R. P. Isaacs (1979) ArticleTitleOn Applied Mathematics Journal of Optimization Theory and Applications 27 31–50

    Google Scholar 

  • Yu, P. L., Transition Surfaces of a Class of Differential Games, PhD Thesis, Department of Operations Research and Industrial Engineering, Johns Hopkins University, Baltimore, Maryland, 1969.

  • P. L. Yu (1979) ArticleTitleAn Appreciation of Professor Rufus Isaacs Journal of Optimization Theory and Applications 27 1–6

    Google Scholar 

  • R. J. Wilson (1981) ArticleTitleIn Memoriam: Rufus P. Isaacs (1914–1981) IEEE Transactions on Automatic Control 26 809

    Google Scholar 

  • M. P. Peisakoff (1952) More on Games of Survival RAND Corporation Santa Monica, California

    Google Scholar 

  • Gadzhiev, M. Y., Application of the Theory of Games to Some Problems of Automatic Control, I, Avktomatika i Telemekhanika, Rossijskaya Akademiya Nauk, Vol. 23, pp. 1023–1036, 1962 (in Russian); see also Automation and Remote Control, Vol. 23, pp. 957–971, 1963 (in English).

  • Gadzhiev, M. Y., Application of the Theory of Games to Some Problems of Automatic Control, II, Avtomatika i Telemekhanika, Rossijskaya Akademiya Nauk, Vol. 23, pp. 1144–1153, 1962 (in Russian); see also Automation and Remote Control, Vol. 23, pp. 1074–1083, 1963 (in English).

  • Gnoenskij, L. S., On the Tracking Problem, Prikladnaya Matematika i Mekhanika, Rossijskaya Akademiya Nauk, Vol. 26, pp. 960–965, 1962 (in Russian); see also Journal of Applied Mathematics and Mechanics, Vol. 26, pp. 1451–1460, 1963 (in English).

  • Kelendzeridze, D. L., Theory of an Optimal Pursuit Strategy, Doklady Akademii Nauk SSSR, Vol. 138, pp. 529–532, 1961 (in Russian); see also Soviet Doklady Mathematics/Physics, Vol. 2, pp. 654–656, 1961 (in English).

  • Krasovskij, N. N., On a Problem of Tracking, Prikladnaya Matematika i Mekhanika, Rossijskaya Akademiya Nauk, Vol. 27, pp. 244–254, 1963 (in Russian); see also Journal of Applied Mathematics and Mechanics, Vol. 27, pp. 363–377, 1963 (in English).

  • Krasovskij, N. N., On the Problem of Pursuit in the Case of Linear Monotype Objects, Prikladnaya Matematika i Mekhanika, Rossijskaya Akademiya Nauk, Vol. 30, pp. 209–225, 1966 (in Russian); see also Journal of Applied Mathematics and Mechanics, Vol. 30, pp. 263–281, 1967 (in English).

  • N. N. Krasovskij Y. M. Repin V. E. Tretyakov (1965) ArticleTitleOn Game Scenarios in the Theory of Controllable Systems Izvestiya Rossijskaya Akademii Nauk SSSR, Tekhnicheskaya Kibernetika 4 3–13

    Google Scholar 

  • Krasovskij, N. N., and Tretyakov, V. E., On a Pursuit Problem in the Case of Restrictions on the Impulses of Control Forces, Differentsial Uravneniya, Vol. 2, pp. 587–599, 1966 (in Russian); see also The Pursuit Problem in the Case of Constraints on Impulses in the Controls, Differential Equations, Vol. 2, pp. 301–309, 1969 (in English).

  • Petrosyan, L. A., On a Class of Pursuit-Evasion Games, PhD Thesis, St. Petersburg/Leningrad University, Leningrad, Russia, 1985 (in Russian).

  • Pontryagin, L. S., On Some Diflerential Games, Doklady Akademii Nauk SSSR, Vol. 156, pp. 738–741, 1964 (in Russian); see also Soviet Doklady Mathematics, Vol. 5, pp. 712–716, 1964 (in English).

  • Pontryagin, L. S., On the Theory of Differential Games, Uspekhi Matematicheskikh Nauk, Rossijskaya Akademiya Nauk, Vol. 21, pp. 219–274, 1966 (in Russian); see also Russian Mathematical Surveys, Vol. 21, pp. 193–246, 1966 (in English).

  • Pozharitskij, G. K., Impulsive Tracking in the Case of Second-Order Monotype Linear Objects, Prikladnaya Matematika i Mekhanika, Rossijskaya Akademiya Nauk, Vol. 30, pp. 897–907, 1966 (in Russian); see also Journal of Applied Mathematics and Mechanics, Vol. 30, pp. 1061–1073, 1966 (in English).

  • Subbotin, A. I., On the Problem of the Game-Interception of Motions, Prikladnaya Matematika i Mekhanika, Rossijskaya Akademiya Nauk, Vol. 31, pp. 834–840, 1967 (in Russian); see also Journal of Applied Mathematics and Mechanics, Vol. 31, pp. 842–848, 1967 (in English).

  • Tretyakov, V. E., Regularization of a Certain Pursuit Problem, Differentsial Uravneniya, Vol. 3, pp. 2108–2121, 1967 (in Russian); see also Regularization of a Pursuit Problem, Differential Equations, Vol. 3, pp. 1085–1102, 1972 (in English).

  • M. I. Zelikin N. T. Tynyanskij (1965) ArticleTitleDeterministic Differential Games Uspekhi Matematicheskikh Nauk, Rossijskaya Akademiya Nauk 20 121–157

    Google Scholar 

  • G. Leitmann (1968) ArticleTitleA Simple Differential Game Journal of Optimization Theory and Applications 2 220–225

    Google Scholar 

  • R. Chattopadhyay (1968) ArticleTitleFunctional Analytic Analysis of a Pursuit Problem Journal of Optimization Theory and Applications 2 230–239

    Google Scholar 

  • T. Guinn (1968) ArticleTitleBoundary Arcs for a Class of Differential Games Journal of Optimization Theory and Applications 2 293–315

    Google Scholar 

  • Blaquiere, A., Gerard, F., and Leitmann, G., Quantitative and Qualitative Games, Academic Press, New York, NY, 1969 (in English); see also Blaquiere, A., and Leitmann, G., Jeux Quantitatifs, Gauthier-Villars, Paris, France, 1969 (in French).

  • Berkovitz, L. D., Variational Methods in Problems of Control and Programming, Journal of Mathematical Analysis and Applications, Vol. 3, pp. 145–169, 1961; see also Research Memorandum RM-2888-PR, RAND Corporation, Santa Monica, California, 1961.

  • L. D. Berkovitz (1962) A Survey of Certain Aspects of the Mathematics of Control Problems RAND Corporation Santa Monica, California

    Google Scholar 

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This paper is dedicated to the memory of Professor Rufus Philip Isaacs on the occasion of the 50th birthday of differential game theory. Isaacs, the acknowledged father of differential game theory (today called mainly theory of dynamic games),finished his first working paper at the RAND Corporation on November 17, 1951 (Ref.1).

The author thanks Isaacs’ widow Rose B. Isaacs of Towson, Maryland, Leonard D. Berkovitz (Purdue University), Wendell H. Fleming (Brown University), George Leitmann (University of California, Berkeley), Valerii S. Patsko (Urals Branch of the Russian Academy of Sciences, Ekaterinburg), Leon A. Petrosyan (St. Petersburg University), and Varvara L. Turova (Center of Advanced European Studies and Research, Bonn) for very helpful information. Special thanks go to Katja Steinborn of Klein-K\”{o}ris/Berlin for the careful translation of Russian sources.

RAND is the acronym for Research and New Development. A common joke is that it stands for Research and {\it No} Development; see Ref.2. Today, the RAND Corporation considers itself as a nonprofit institution that helps improve policy and decisionmaking through research and analysis; see www.rand.org.

Communicated by L. D. Berkovitz

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Breitner, M.H. The Genesis of Differential Games in Light of Isaacs’ Contributions. J Optim Theory Appl 124, 523–559 (2005). https://doi.org/10.1007/s10957-004-1173-0

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