Systems and methods for facilitating parcel combination

Abstract

Machine learning systems and methods are described in regard to automating and acting upon evaluations of hypothetical composite project sites of 2+ disparate land parcels so as to allow a developer, owner, or other stakeholder to see and act upon potential land uses that are not reflected in conventional valuations. Some variants include a feature augmentation protocol for speciating one or more detailed structures feasible for development, a pattern matching protocol for identifying viable composite project sites that might suit a developer's requirements, technologies for accommodating latent preferences, proactive virtual development of co-owned disparate parcels, a notification protocol implementing offers to numerous potential sellers whose responses might affect project viability, wise virtual development and prioritization, or other such innovative configurations.

1 - 33 . (canceled) 
     
     
         34 . A feature augmentation and pattern matching method for facilitating multi-parcel development, comprising:
 invoking first transistor-based circuitry configured to cause a first presentation of a first plurality of project options on a first map so that a position of a first project site option of said project options is more forward than a position of a second project site option of said project options and so that a position of a third project site option of said project options is more forward than said position of said first project site option of said project options;   automatically invoking second transistor-based circuitry configured to evaluate at least several candidate positions using a scoring protocol that is optimized at a position further forward than a range that includes said first and third project site options by a distance based on and within an order of a magnitude of a forward net change from a first positional distribution of project options to a later second positional distribution of project options conditionally in response to a first indication of said forward net change;   automatically invoking third transistor-based circuitry configured to develop a highest-scoring one of said very numerous candidate positions each through very numerous iterations of refinement speciation, wherein an addition of said third project site option and a removal of said second project site option both contribute positively to said forward net change and wherein both said second and third transistor-based circuitry are invoked conditionally in response to said first indication of said forward net change from said first positional distribution of said project options to said later second positional distribution of said project options; and   invoking fourth transistor-based circuitry configured to include at least one option corresponding to said highest-scoring one of said candidate positions to said first map as a first eligible new development option of a first species type that includes said first and third project options, wherein a second eligible new development option is of a second species type that excludes said first, second, and third project options and wherein said second eligible new development option is selected for development partly based on said first map not including any other options of said second species type and partly based on an earlier map including at least one option of said second species type.   
     
     
         35 . The method of  claim 34  wherein said invoking said fourth transistor-based circuitry configured to add at least said option corresponding to said highest-scoring one of said candidate positions to said first map as an eligible new development option comprises:
 invoking fifth transistor-based circuitry configures to cause an expression of said highest-scoring one of said candidate positions by presenting a rendered image depicting at least one geometric building shape spanning parcels of an eligible new development option, wherein said scoring protocol affects a prioritization that places a positive incremental value on a defined user action at a first marker. 
 
     
     
         36 . The method of  claim 34  comprising:
 invoking transistor-based circuitry configured to signal a cardinal direction and a down-size direction both as “forward” as a conditional response to one or more user actions signaling one or more user preferences for said cardinal direction and for said down-size direction. 
 
     
     
         37 . The method of  claim 34  wherein establishing said forward net change comprises:
 obtaining a first positional distribution comprising a range that includes several candidate species including a most-forward candidate species having a most-forward offset; and 
 obtaining a second positional distribution comprising said forward net change partly based on several offsets that each correspond to a corresponding one of said several candidate species and partly based on an inclusion of said most-rearward offset to said first positional distribution so that a foremost component of said second positional distribution advances forward. 
 
     
     
         38 . The method of  claim 34  comprising:
 invoking first transistor-based circuitry configured to respond to one or more user actions identifying several options of a primary project type by designating said primary project type as highly favored; 
 invoking first transistor-based circuitry configured to determine whether a secondary project type by triggering a development of one or more other-types options within one or more ranges associated with a distribution comprising said several options of said primary project type; and 
 after causing a presentation of at least one option of said one or more other-types options of said other project types modifying said presentation so as to indicate that only one project type is currently preferred as a conditional response to none of said one or more other-types options being favored. 
 
     
     
         39 . The method of  claim 34  wherein establishing said forward net change comprises:
 obtaining a first positional distribution comprising a range that includes several candidate species including a most-rearward candidate species having a most-rearward offset; and 
 obtaining a second positional distribution comprising said forward net change partly based on several offsets that each correspond to a corresponding one of said several candidate species and partly based on user's deletion or other omission of said most-rearward offset from said first positional distribution so that a rearmost component/portion of said second positional distribution shrinks forward at least from its most rearward component. 
 
     
     
         40 . The method of  claim 34  comprising:
 invoking transistor-based circuitry configured to signal a “forward” direction as a conditional response to one or more user actions signaling a change of one or more user-favored project types, wherein an expression of a highest-scoring one of said candidate positions comprises a rendered image depicting at least one geometric building shape spanning parcels of an eligible new development option. 
 
     
     
         41 . A feature augmentation and pattern matching method for facilitating multi-parcel development, comprising:
 invoking first transistor-based circuitry configured to cause a first presentation of a first plurality of project options on a first map so that a position of a first project site option of said project options is more forward than a position of a second project site option of said project options and so that a position of a third project site option of said project options is more forward than said position of said first project site option of said project options;   invoking second transistor-based circuitry configured to evaluate at least several candidate positions using a scoring protocol that is optimized at a position further forward than a range that includes said first and third project site options by a distance within an order of a magnitude of a forward net change from a first positional distribution of project options to a later second positional distribution of project options conditionally in response to a first indication of said forward net change;   invoking third transistor-based circuitry configured to develop a highest-scoring one of said at least several candidate positions each through numerous iterations of refinement speciation, wherein an addition of said third project site option contributes positively to said forward net change and wherein both said second and third transistor-based circuitry are invoked conditionally in response to said first indication of said forward net change from said first positional distribution of said project options to said later second positional distribution of said project options; and   invoking fourth transistor-based circuitry configured to include at least one option corresponding to said highest-scoring one of said candidate positions to said first map as a first eligible new development option of a first species type that includes said first and third project options.   
     
     
         42 . The method of  claim 41  comprising:
 invoking transistor-based circuitry configured to develop said highest-scoring one of said candidate positions through very numerous iterations of refinement speciation using said scoring protocol automatically and conditionally in response to said first indication of said forward net change from said first positional distribution of project options to said second positional distribution of project options, wherein an addition of said third project site option and a removal of said second project site option each contributes positively to said forward net change. 
 
     
     
         43 . The method of  claim 41  comprising:
 invoking transistor-based circuitry configured to add at least one option corresponding to said highest-scoring one of said candidate positions to said first map as an eligible new development option. 
 
     
     
         44 . The method of  claim 41  comprising:
 invoking transistor-based circuitry configured to signal a down-size direction as or up-size direction as “forward” among several operating parameters as a conditional response to one or more user actions signaling a user preference for at least one of said down-size direction or said up-size direction. 
 
     
     
         45 . The method of  claim 41  comprising:
 invoking transistor-based circuitry configured to signal a “forward” direction as a conditional response to one or more user actions signaling a change of one or more favored project types of a user. 
 
     
     
         46 . The method of  claim 41  comprising:
 invoking transistor-based circuitry configured to respond to one or more user actions identifying several options of a primary project type by designating said primary project type as highly favored; 
 invoking transistor-based circuitry configured to determine whether a secondary project type by triggering a development of one or more other-types options within one or more ranges associated with a distribution comprising said several options of said primary project type; and 
 after causing a presentation of at least one option of said one or more other-type options of said other project types modifying said presentation so as to indicate that a secondary project type is currently preferred as a conditional response to at least one option also being directly or otherwise favored. 
 
     
     
         47 . The method of  claim 41  wherein establishing said forward net change comprises:
 obtaining a first positional distribution comprising a range that includes several candidate species including a most-rearward candidate species having a most-rearward offset; and 
 obtaining a second positional distribution comprising said forward net change partly based on several offsets that each correspond to a corresponding one of said several candidate species and partly based on user's deletion or other omission of said most-rearward offset from said first positional distribution so that a rearmost component/portion of said second positional distribution shrinks forward. 
 
     
     
         48 . The method of  claim 41  wherein said forward net change comprises a combination of a particular option becoming favored via user input at a first device and another particular option becoming unfavored at said first device. 
     
     
         49 . The method of  claim 41  comprising:
 invoking fifth transistor-based circuitry configures to cause an expression of said highest-scoring one of said candidate positions by presenting a rendered image depicting at least one geometric building shape spanning parcels of an eligible new development option. 
 
     
     
         50 . A computer program product comprising:
 one or more tangible, nonvolatile storage media; and   machine instructions borne on said one or more tangible, nonvolatile storage media which, when running on one or more computer systems, cause said one or more computer systems to perform said method of  claim 41 .   
     
     
         51 . A feature augmentation and pattern matching system for facilitating multi-parcel development, comprising:
 first transistor-based circuitry configured to cause a first presentation of a first plurality of project options on a first map so that a position of a first project site option of said project options is more forward than a position of a second project site option of said project options and so that a position of a third project site option of said project options is more forward than said position of said first project site option of said project options;   second transistor-based circuitry configured to evaluate at least several candidate positions using a scoring protocol that is optimized at a position further forward than a range that includes said first and third project site options by a distance within an order of a magnitude of a forward net change from a first positional distribution of project options to a later second positional distribution of project options conditionally in response to a first indication of said forward net change;   third transistor-based circuitry configured to develop a highest-scoring one of said at least several candidate positions each through numerous iterations of refinement speciation, wherein an addition of said third project site option contributes positively to said forward net change and wherein both said second and third transistor-based circuitry are invoked conditionally in response to said first indication of said forward net change from said first positional distribution of said project options to said later second positional distribution of said project options; and   fourth transistor-based circuitry configured to include at least one option corresponding to said highest-scoring one of said candidate positions to said first map as a first eligible new development option of a first species type that includes said first and third project options.