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Volumn 3, Issue 3, 2011, Pages 172-186

Search-based procedural content generation: A taxonomy and survey

Author keywords

Computer graphics; design automation; evolutionary computation; genetic algorithms

Indexed keywords

BOARD GAMES; DESIGN AUTOMATION; META-HEURISTIC SEARCH ALGORITHMS; OPTIMISATIONS; RESEARCH PROBLEMS; SEARCH-BASED;

EID: 80052873266     PISSN: 1943068X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCIAIG.2011.2148116     Document Type: Conference Paper
Times cited : (574)

References (78)
  • 1
    • 77952355404 scopus 로고    scopus 로고
    • Search-based procedural content generation
    • ser. Lecture Notes in Computer Science Berlin, Germany: Springer-Verlag
    • J. Togelius, G. N. Yannakakis, K. O. Stanley, and C. Browne, "Search-based procedural content generation," in Proc. EvoAppl., ser. Lecture Notes in Computer Science. Berlin, Germany: Springer-Verlag, 2010, vol. 6024.
    • (2010) Proc. EvoAppl. , vol.6024
    • Togelius, J.1    Yannakakis, G.N.2    Stanley, K.O.3    Browne, C.4
  • 2
    • 77955010558 scopus 로고    scopus 로고
    • Automatic content generation in the galactic arms race video game
    • Dec.
    • E. J. Hastings, R. K. Guha, and K. O. Stanley, "Automatic content generation in the galactic arms race video game," IEEE Trans. Comput. Intell. AI Games, vol. 1, no. 4, pp. 245-263, Dec. 2010.
    • (2010) IEEE Trans. Comput. Intell. AI Games , vol.1 , Issue.4 , pp. 245-263
    • Hastings, E.J.1    Guha, R.K.2    Stanley, K.O.3
  • 5
    • 80051935283 scopus 로고    scopus 로고
    • Variations forever: Flexibly generating rulesets from a sculptable design space of mini-games
    • A. M. Smith and M. Mateas, "Variations forever: Flexibly generating rulesets from a sculptable design space of mini-games," in Proc. IEEE Conf. Comput. Intell. Games, 2010, pp. 273-280.
    • (2010) Proc. IEEE Conf. Comput. Intell. Games , pp. 273-280
    • Smith, A.M.1    Mateas, M.2
  • 8
    • 33644970285 scopus 로고    scopus 로고
    • Evolutionary computation and games
    • S. M. Lucas and G. Kendall, "Evolutionary computation and games," IEEE Comput. Intell. Mag., vol. 1, pp. 10-18, 2006.
    • (2006) IEEE Comput. Intell. Mag. , vol.1 , pp. 10-18
    • Lucas, S.M.1    Kendall, G.2
  • 13
    • 0022758778 scopus 로고
    • The definition and rendering of terrain maps
    • G. S. P. Miller, "The definition and rendering of terrain maps," Proc. SIGGRAPH, vol. 20, 1986.
    • (1986) Proc. SIGGRAPH , vol.20
    • Miller, G.S.P.1
  • 15
    • 0742320867 scopus 로고    scopus 로고
    • Beyond the cybernetic fantasy jam: The continuator
    • F. Pachet, "Beyond the cybernetic fantasy jam: The continuator," IEEE Comput. Graph. Appl., vol. 24, no. 1, pp. 31-35, 2004.
    • (2004) IEEE Comput. Graph. Appl. , vol.24 , Issue.1 , pp. 31-35
    • Pachet, F.1
  • 16
    • 85028647744 scopus 로고
    • Artificial evolution for computer graphics
    • K. Sims, "Artificial evolution for computer graphics," Proc. SIGGRAPH, vol. 25, no. 4, pp. 319-328, 1991.
    • (1991) Proc. SIGGRAPH , vol.25 , Issue.4 , pp. 319-328
    • Sims, K.1
  • 19
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, pp. 671680-671680, 1983.
    • (1983) Science , vol.220 , pp. 671680-671680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 21
    • 0035892580 scopus 로고    scopus 로고
    • Search-based software engineering
    • DOI 10.1016/S0950-5849(01)00189-6, PII S0950584901001896
    • M. Harman and B. F. Jones, "Search-based software engineering," Inf. Softw. Technol., vol. 43, pp. 833-839, 2001. (Pubitemid 33050963)
    • (2001) Information and Software Technology , vol.43 , Issue.14 , pp. 833-839
    • Harman, M.1    Jones, B.F.2
  • 22
    • 3142725712 scopus 로고    scopus 로고
    • Search-based software test data generation: A survey
    • P. McMinn, "Search-based software test data generation: A survey," Softw. Testing Verif. Reliab., vol. 14, pp. 105-156, 2004.
    • (2004) Softw. Testing Verif. Reliab. , vol.14 , pp. 105-156
    • McMinn, P.1
  • 23
    • 0001860405 scopus 로고    scopus 로고
    • The ways to grow designs: A comparison of embryogenies for an evolutionary design problem
    • P. J. Bentley and S. Kumar, "The ways to grow designs: A comparison of embryogenies for an evolutionary design problem," in Proc. Genet. Evol. Comput. Conf., 1999, pp. 35-43.
    • (1999) Proc. Genet. Evol. Comput. Conf. , pp. 35-43
    • Bentley, P.J.1    Kumar, S.2
  • 24
    • 0034867775 scopus 로고    scopus 로고
    • The advantages of generative grammatical encodings for physical design
    • [Online]. Available:
    • G. S. Hornby and J. B. Pollack, "The advantages of generative grammatical encodings for physical design," in Proc. Congr. Evol. Comput., 2001 [Online]. Available: http://demo.cs.brandeis.edu/papers/long.html#hornby- cec01
    • (2001) Proc. Congr. Evol. Comput.
    • Hornby, G.S.1    Pollack, J.B.2
  • 25
    • 34250209877 scopus 로고    scopus 로고
    • Compositional pattern producing networks: A novel abstraction of development
    • DOI 10.1007/s10710-007-9028-8, Special Issue on Developmental Systems.
    • K. O. Stanley, "Compositional pattern producing networks: A novel abstraction of development," Genet. Program. Evolvable Mach. (Special Issue Develop. Syst.), vol. 8, no. 2, pp. 131-162, 2007. (Pubitemid 46904474)
    • (2007) Genetic Programming and Evolvable Machines , vol.8 , Issue.2 , pp. 131-162
    • Stanley, K.O.1
  • 26
    • 0041783883 scopus 로고    scopus 로고
    • A taxonomy for artificial embryogeny
    • K. O. Stanley and R.Miikkulainen, "A taxonomy for artificial embryogeny," Artif. Life, vol. 9, no. 2, pp. 93-130, 2003.
    • (2003) Artif. Life , vol.9 , Issue.2 , pp. 93-130
    • Stanley, K.O.1    Miikkulainen, R.2
  • 28
    • 0036594106 scopus 로고    scopus 로고
    • Evolving neural networks through augmenting topologies
    • K. O. Stanley and R. Miikkulainen, "Evolving neural networks through augmenting topologies," Evol. Comput., vol. 10, pp. 99-127, 2002.
    • (2002) Evol. Comput. , vol.10 , pp. 99-127
    • Stanley, K.O.1    Miikkulainen, R.2
  • 29
    • 57349130898 scopus 로고    scopus 로고
    • Evolving a diverse collection of robot path planning problems
    • D. Ashlock, T. Manikas, and K. Ashenayi, "Evolving a diverse collection of robot path planning problems," in Proc. Congr. Evol. Comput., 2006, pp. 6728-6735.
    • (2006) Proc. Congr. Evol. Comput. , pp. 6728-6735
    • Ashlock, D.1    Manikas, T.2    Ashenayi, K.3
  • 31
    • 77953733100 scopus 로고    scopus 로고
    • How to model and augment player satisfaction: A review
    • Chania, Crete, Oct.
    • G. N. Yannakakis, "How to model and augment player satisfaction: A review," in Proc. 1stWorkshop Child Comput. Interact., Chania, Crete, Oct. 2008.
    • (2008) Proc. 1stWorkshop Child Comput. Interact.
    • Yannakakis, G.N.1
  • 34
    • 0014265483 scopus 로고
    • Mathematical models for cellular interaction in development parts I and II
    • Lindenmayer, "Mathematical models for cellular interaction in development parts I and II," J. Theor. Biol., vol. 18, pp. 280-299, 1968.
    • (1968) J. Theor. Biol. , vol.18 , pp. 280-299
    • Lindenmayer1
  • 39
    • 80051939901 scopus 로고    scopus 로고
    • Relevant information as a formalised approach to evaluate game mechanics
    • C. Salge and T. Mahlmann, "Relevant information as a formalised approach to evaluate game mechanics," in Proc. IEEE Conf. Comput. Intell. Games, 2010, pp. 281-288.
    • (2010) Proc. IEEE Conf. Comput. Intell. Games , pp. 281-288
    • Salge, C.1    Mahlmann, T.2
  • 40
    • 80052905921 scopus 로고    scopus 로고
    • Evolutionary algorithm for generation of entertaining shinro logic puzzles
    • D. Oranchak, "Evolutionary algorithm for generation of entertaining shinro logic puzzles," in Proc. EvoAppl., 2010.
    • (2010) Proc. EvoAppl.
    • Oranchak, D.1
  • 41
    • 80051927618 scopus 로고    scopus 로고
    • Automatic generation of game elements via evolution
    • D. Ashlock, "Automatic generation of game elements via evolution," in Proc. IEEE Conf. Comput. Intell. Games, 2010, pp. 289-296.
    • (2010) Proc. IEEE Conf. Comput. Intell. Games , pp. 289-296
    • Ashlock, D.1
  • 45
    • 77952342411 scopus 로고    scopus 로고
    • Towards a generic framework for automated video game level creation
    • N. Sorenson and P. Pasquier, "Towards a generic framework for automated video game level creation," in Proc. Eur. Conf. Appl. Evol. Comput., 2010, vol. 6024, pp. 130-139.
    • (2010) Proc. Eur. Conf. Appl. Evol. Comput. , vol.6024 , pp. 130-139
    • Sorenson, N.1    Pasquier, P.2
  • 46
    • 41849112044 scopus 로고    scopus 로고
    • On a feasible-infeasible two-population (fi-2pop) genetic algorithm for constrained optimization: Distance tracing and no free lunch
    • S. O. Kimbrough, G. J. Koehler, M. Lu, and D. H. Wood, "On a feasible-infeasible two-population (fi-2pop) genetic algorithm for constrained optimization: Distance tracing and no free lunch," Eur. J. Operat. Res., vol. 190, 2008.
    • (2008) Eur. J. Operat. Res. , vol.190
    • Kimbrough, S.O.1    Koehler, G.J.2    Lu, M.3    Wood, D.H.4
  • 48
    • 77952397987 scopus 로고    scopus 로고
    • Evolution of artificial terrains for video games based on accessibility
    • M. Frade, F. F. de Vega, and C. Cotta, "Evolution of artificial terrains for video games based on accessibility," in Proc. Eur. Conf. Appl. Evol. Comput., 2010, vol. 6024, pp. 90-99.
    • (2010) Proc. Eur. Conf. Appl. Evol. Comput. , vol.6024 , pp. 90-99
    • Frade, M.1    De Vega, F.F.2    Cotta, C.3
  • 51
    • 33947669974 scopus 로고    scopus 로고
    • SMS-EMOA: Multiobjective selection based on dominated hypervolume
    • DOI 10.1016/j.ejor.2006.08.008, PII S0377221706005443
    • N. Beume, B. Naujoks, and M. Emmerich, "SMS-EMOA: Multiobjective selection based on dominated hypervolume," Eur. J. Oper. Res., vol. 181, no. 3, pp. 1653-1669, 2007. (Pubitemid 46498552)
    • (2007) European Journal of Operational Research , vol.181 , Issue.3 , pp. 1653-1669
    • Beume, N.1    Naujoks, B.2    Emmerich, M.3
  • 52
    • 0020143255 scopus 로고
    • Computer rendering of stochastic models
    • A. Fournier, D. Fussell, and L. Carpenter, "Computer rendering of stochastic models," Commun. ACM, vol. 25, no. 6, 1982.
    • (1982) Commun. ACM , vol.25 , Issue.6
    • Fournier, A.1    Fussell, D.2    Carpenter, L.3
  • 54
    • 77955006113 scopus 로고    scopus 로고
    • Controllable procedural terrain generation using software agents
    • Jun.
    • J. Doran and I. Parberry, "Controllable procedural terrain generation using software agents," IEEE Trans. Comput. Intell. AI Games, vol. 2, no. 2, pp. 111-119, Jun. 2010.
    • (2010) IEEE Trans. Comput. Intell. AI Games , vol.2 , Issue.2 , pp. 111-119
    • Doran, J.1    Parberry, I.2
  • 57
    • 84978891836 scopus 로고    scopus 로고
    • Swap adjacent gems to make sets of three: A history of matching tile games
    • J. Juul, "Swap adjacent gems to make sets of three: A history of matching tile games," Artifact J., vol. 2, 2007.
    • (2007) Artifact J. , vol.2
    • Juul, J.1
  • 58
    • 4744352405 scopus 로고    scopus 로고
    • Ludologists love stories, too: Notes from a debate that never took place
    • G. Frasca, "Ludologists love stories, too: Notes from a debate that never took place," in Proc. Level Up: Digit. Games Res. Conf., 2003.
    • (2003) Proc. Level Up: Digit. Games Res. Conf.
    • Frasca, G.1
  • 59
    • 33746087610 scopus 로고    scopus 로고
    • An affectively-driven planner for synthetic characters
    • R. Aylett, J. Dias, and A. Paiva, "An affectively-driven planner for synthetic characters," in Proc. ICAPS, 2006.
    • (2006) Proc. ICAPS
    • Aylett, R.1    Dias, J.2    Paiva, A.3
  • 60
    • 58449101877 scopus 로고    scopus 로고
    • Story planning with vignettes: Toward overcoming the content production bottleneck
    • Erfurt, Germany
    • M. O. Riedl and N. Sugandh, "Story planning with vignettes: Toward overcoming the content production bottleneck," in Proc. 1st Joint Int. Conf. Interact. Digit. Storytelling, Erfurt, Germany, 2008, pp. 168-179.
    • (2008) Proc. 1st Joint Int. Conf. Interact. Digit. Storytelling , pp. 168-179
    • Riedl, M.O.1    Sugandh, N.2
  • 62
    • 21844472063 scopus 로고    scopus 로고
    • Facade: An experiment in building a fullyrealized interactive drama
    • M. Mateas and A. Stern, "Facade: An experiment in building a fullyrealized interactive drama," in Proc. Game Develop. Conf., 2003.
    • (2003) Proc. Game Develop. Conf.
    • Mateas, M.1    Stern, A.2
  • 68
    • 0000530063 scopus 로고    scopus 로고
    • Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation
    • PII S0018921901076083
    • H. Takagi, "Interactive evolutionary computation: Fusion of the capacities of EC optimization and human evaluation," Proc. IEEE, vol. 89, no. 9, pp. 1275-1296, Sep. 2001. (Pubitemid 33766623)
    • (2001) Proceedings of the IEEE , vol.89 , Issue.9 , pp. 1275-1296
    • Takagi, H.1
  • 69
    • 60749097809 scopus 로고    scopus 로고
    • Procedural modeling of buildings
    • DOI 10.1145/1141911.1141931, ACM Transactions on Graphics - Proceedings of ACM SIGGRAPH 2006
    • P.Müller, P.Wonka, S. Haegler, A. Ulmer, and L. V. Gool, "Procedural modeling of buildings," ACM Trans. Graph., vol. 25, pp. 614-623, 2006. (Pubitemid 44481020)
    • (2006) ACM Transactions on Graphics , vol.25 , Issue.3 , pp. 614-623
    • Muller, P.1    Wonka, P.2    Haegler, S.3    Ulmer, A.4    Van Gool, L.5
  • 70
  • 71
    • 82455182923 scopus 로고    scopus 로고
    • A connection between partial symmetry and inverse procedural modeling
    • M. Bokeloh, M. Wand, and H.-P. Seidel, "A connection between partial symmetry and inverse procedural modeling," in Proc. SIGGRAPH, 2010.
    • (2010) Proc. SIGGRAPH
    • Bokeloh, M.1    Wand, M.2    Seidel, H.-P.3
  • 72
    • 78049484742 scopus 로고    scopus 로고
    • Combining local and global optimisation for virtual camera control
    • Copenhagen, Denmark, Aug.
    • P. Burelli and G. N. Yannakakis, "Combining local and global optimisation for virtual camera control," in Proc. IEEE Conf. Comput. Intell. Games, Copenhagen, Denmark, Aug. 2010, pp. 401-403.
    • (2010) Proc. IEEE Conf. Comput. Intell. Games , pp. 401-403
    • Burelli, P.1    Yannakakis, G.N.2
  • 73
    • 79959456985 scopus 로고    scopus 로고
    • Global search for occlusion minimization in virtual camera control
    • Barcelona, Spain, Jul.
    • P. Burelli and G. N. Yannakakis, "Global search for occlusion minimization in virtual camera control," in Proc. IEEE World Congr. Comput. Intell., Barcelona, Spain, Jul. 2010, pp. 2718-2725.
    • (2010) Proc. IEEE World Congr. Comput. Intell. , pp. 2718-2725
    • Burelli, P.1    Yannakakis, G.N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.