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2018 | OriginalPaper | Chapter

Multiple Swarm Relay-Races with Alternative Routes

Authors : Eugene Larkin, Vladislav Kotov, Aleksandr Privalov, Alexey Bogomolov

Published in: Advances in Swarm Intelligence

Publisher: Springer International Publishing

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Abstract

Competition of swarms, every of which performs a conveyor cooperation of units, operated in physical time, is considered. Such sort of races objectively exists in economics, industry, defense, etc. It is shown, that natural approach to modeling of multiple relay-race with alternative routes is M-parallel semi-Markov process. Due to alternation there are multiple arks in the graph, represented the structure of semi-Markov process. Notion «the space of switches» is introduced. Formulae for calculation the number of routes in the space of switches, stochastic and time characteristics of wandering through M-parallel semi-Markov process are obtained. Conception of distributed forfeit, which depends on stages difference of swarm units, competed in pairs, is proposed. Dependence for evaluation of total forfeit of every participant is obtained. It is shown, that sum of forfeit may be used as optimization criterion in the game strategy optimization task.

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Literature
1.
go back to reference Heymann, M.: Concurrency and discrete event control. IEEE Control Syst. Mag. 10, 103–112 (1990)CrossRef Heymann, M.: Concurrency and discrete event control. IEEE Control Syst. Mag. 10, 103–112 (1990)CrossRef
3.
go back to reference Ivutin, A.N., Larkin, E.V.: Simulation of concurrent games. Bull. South Ural State Univ. Ser. Math. Model. Program. Comput. Softw. Chelyabinsk 8(2), 43–54 (2015)MATH Ivutin, A.N., Larkin, E.V.: Simulation of concurrent games. Bull. South Ural State Univ. Ser. Math. Model. Program. Comput. Softw. Chelyabinsk 8(2), 43–54 (2015)MATH
5.
go back to reference Larkin, E.V., Ivutin, A.N., Kotov, V.V., Privalov, A.N.: Simulation of relay-races. Bull. South Ural State Univ. Math. Model. Program. Comput. Softw. 9(4), 117–128 (2016)MATH Larkin, E.V., Ivutin, A.N., Kotov, V.V., Privalov, A.N.: Simulation of relay-races. Bull. South Ural State Univ. Math. Model. Program. Comput. Softw. 9(4), 117–128 (2016)MATH
7.
go back to reference Larkin, E.V., Ivutin, A.N.: Estimation of latency in embedded real-time systems. In: 3rd Mediterranean Conference on Embedded Computing (MECO 2014), Budva, Montenegro, pp. 236–239 (2014) Larkin, E.V., Ivutin, A.N.: Estimation of latency in embedded real-time systems. In: 3rd Mediterranean Conference on Embedded Computing (MECO 2014), Budva, Montenegro, pp. 236–239 (2014)
9.
go back to reference Iverson, M.A., Ozguner, F., Follen, G.J.: Run-time statistical estimation of task execution times for heterogeneous distributed computing. In: Proceedings of 5th IEEE International Symposium on High Performance Distributed Computing, pp. 263–270 (1996) Iverson, M.A., Ozguner, F., Follen, G.J.: Run-time statistical estimation of task execution times for heterogeneous distributed computing. In: Proceedings of 5th IEEE International Symposium on High Performance Distributed Computing, pp. 263–270 (1996)
10.
go back to reference Limnios, N., Swishchuk, A.: Discrete-time semi-Markov random evolutions and their applications. Adv. Appl. Probab. 45(1), 214–240 (2013)MathSciNetCrossRef Limnios, N., Swishchuk, A.: Discrete-time semi-Markov random evolutions and their applications. Adv. Appl. Probab. 45(1), 214–240 (2013)MathSciNetCrossRef
11.
go back to reference Markov, A.A.: Extension of the law of large numbers to dependent quantities. Izvestiia Fiz.-Matem. Obsch. Kazan Univ., 2nd Ser., pp. 135–156 (1906) Markov, A.A.: Extension of the law of large numbers to dependent quantities. Izvestiia Fiz.-Matem. Obsch. Kazan Univ., 2nd Ser., pp. 135–156 (1906)
12.
go back to reference Bielecki, T.R., Jakubowski, J., Niewęgłowski, M.: Conditional Markov chains: properties, construction and structured dependence. Stoch. Process. Their Appl. 127(4), 1125–1170 (2017)MathSciNetCrossRef Bielecki, T.R., Jakubowski, J., Niewęgłowski, M.: Conditional Markov chains: properties, construction and structured dependence. Stoch. Process. Their Appl. 127(4), 1125–1170 (2017)MathSciNetCrossRef
15.
go back to reference Bauer, H.: Probability Theory, 523 p. Walter de Gruyter, Berlin (1993)MATH Bauer, H.: Probability Theory, 523 p. Walter de Gruyter, Berlin (1993)MATH
17.
go back to reference Bellman, R.E.: Dynamic Programming. Dover Publications, Inc., New York (2003). 339 p.MATH Bellman, R.E.: Dynamic Programming. Dover Publications, Inc., New York (2003). 339 p.MATH
18.
go back to reference Myerson, R.B.: Game Theory. Harvard University Press, Cambridge (1997). 568 p.MATH Myerson, R.B.: Game Theory. Harvard University Press, Cambridge (1997). 568 p.MATH
19.
go back to reference Goetz, B., Peierls, T.: Java Concurrency in Practice. Addison Wesley, Reading (2006). 403 p. Goetz, B., Peierls, T.: Java Concurrency in Practice. Addison Wesley, Reading (2006). 403 p.
Metadata
Title
Multiple Swarm Relay-Races with Alternative Routes
Authors
Eugene Larkin
Vladislav Kotov
Aleksandr Privalov
Alexey Bogomolov
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-93815-8_35

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