Methods and apparatus for interactive evolutionary algorithms with respondent directed breeding
A method comprises displaying visual representations of a plurality of product alternatives each including at least one attribute variant to a respondent, receiving from the respondent an indication of a preferred one of the plurality of product alternatives, transmitting a request to the respondent to identify at least one attribute variant of a non-preferred product alternative that is preferred by the respondent to the corresponding attribute variant of the preferred one of the plurality of product alternatives and receiving a response from the respondent identifying at least one attribute variant of a non-preferred product alternative that is preferred by the respondent to the corresponding attribute variant of the preferred one of the plurality of product alternatives.
1. A tangible computer readable storage device or storage disk comprising instructions that, when executed, cause a machine to at least:
cause a display to present a first product alternative having a first variant of an attribute and a second product alternative having a second variant of the attribute;
detect a first input selecting the first product alternative as a preferred product alternative;
detect a second input associating the second variant of the attribute of the second product alternative with the first product, the second input including clicking and dragging the second variant of the attribute of the second product alternative onto the first product;
cause the display to present the first product alternative with the second variant of the attribute; and
generate a third product alternative to present based on the first product alternative and the second variant of the attribute.
2. The tangible computer readable storage device or storage disk of claim 1 , wherein to generate the third product alternative, the instructions cause the machine to:
select a breeding mate for the first product alternative that includes the second variant of the attribute; and
perform a breeding operation based on the first product alternative and the breeding mate to generate the third product alternative.
3. The tangible computer readable storage device or storage disk of claim 1 , wherein to generate the third product alternative, the instructions cause the machine to:
perform a breeding operation based on the first product alternative to generate an offspring product alternative; and
change a variant of the attribute in the offspring product alternative to the second variant.
4. The tangible computer readable storage device or storage disk of claim 1 , wherein the attribute is a first attribute, wherein the first product alternative has a first variant of a second attribute, and wherein the instructions cause the machine to:
cause the display to present, along with the first and second product alternatives, a fourth product alternative with a second variant of the second attribute;
detect a third input associating the second variant of the second attribute of the fourth product alternative with the first product alternative, the third input including clicking and dragging the second variant of the second variant of the fourth product alternative onto the first product;
cause the display to present the first product alternative with the second variant of the second attribute; and
generate the third product alternative based on the second variant of the second attribute.
5. The tangible computer readable storage device or storage disk of claim 1 , wherein the instructions cause the machine to:
cause the display to highlight a plurality of attribute variants on the first product alternative;
request a user to select one or more of the plurality of attribute variants that the user prefers; and
generate the third product alternative further based on user selection of the one or more of the plurality of attribute variants.
6. The tangible computer readable storage device or storage disk of claim 1 , wherein the instructions, when executed, cause the machine to:
cause the display to highlight a plurality of attribute variants on the first product alternative;
request a user to select one or more of the plurality of attribute variants that the user does not prefer; and
generate the third product alternative further based on user selection of the one or more of the plurality of attribute variants.
7. The tangible computer readable storage device or storage disk of claim 1 , wherein the attribute is a first attribute, wherein the first product alternative has a first variant of a second attribute, and wherein the instructions cause the machine to:
cause the display to present, along with the first and second product alternatives, a fourth product alternative with a second variant of the second attribute;
detect a third input selecting the second variant of the second attribute as a preferred variant over the first variant of the second attribute on the first product; and
determine whether a combination of the second variant of the second attribute with the first product is a violation of a rule.
8. The tangible computer readable storage device or storage disk of claim 7 , wherein the instructions cause the machine to:
in response to determining the combination of the second variant of the second attribute with the first product is a violation of the rule, cause the display to present a notification of the violation.
9. The tangible computer readable storage device or storage disk of claim 1 , wherein the first variant includes a first graphical or textual element and the second variant includes a second graphical or textual element different than the first graphical or textual element.
10. The tangible computer readable storage device or storage disk of claim 1 , wherein the attribute is a product label.
11. A tangible computer readable storage device or storage disk comprising instructions that, when executed, cause a machine to at least:
cause a display to present a first user interface with a first set of product alternatives having different variants of a first attribute to a user;
identify selection of a first variant of the first attribute associated with a first product alternative based on user input;
generate, based on an interactive genetic algorithm, a second set of product alternatives having different variants of a second attribute and having the first variant of the first attribute; and
cause the display to present a second user interface with the second set of product alternatives to the user.
12. The tangible computer readable storage device or storage disk of claim 11 , wherein the user input includes selection of the first variant on the first product on the display.
13. The tangible computer readable storage device or storage disk of claim 12 , wherein the instructions cause the machine to cause the display to present, in response to the selection of the first variant on the first product on the display, a menu on the first user interface including an attribute name and a variant number associated with the first variant of the first attribute.
14. The tangible computer readable storage device or storage disk of claim 11 , wherein the instructions cause the machine to:
highlight a plurality of attribute variants on the first set of product alternatives in the first user interface; and
identify the selection of the first variant of the first attribute based on user selection of one of the plurality of attribute variants that are highlighted in the first user interface.
15. The tangible computer readable storage device or storage disk of claim 11 , wherein the first attribute includes at least one of a brand name, a brand logo, or a product name.
16. A tangible computer readable storage device or storage disk comprising instructions that, when executed, cause a machine to at least:
cause a display to present a first product alternative having a first variant of an attribute, a second product alternative having a second variant of the attribute, and a third product alternative having a third variant of the attribute;
identify a first user selection of the first product alternative as a preferred product alternative over the second and third product alternatives;
identify a second user selection the second variant and a third user selection of the third variant as preferred variants over the first variant;
select, at random, one of the second variant and the third variant; and
perform an interactive evolutionary process to generate a third product alternative to present based on the selection of the first product alternative and the random selection of one of the second variant or the third variant.
17. The tangible computer readable storage device or storage disk of claim 16 , wherein the interactive evolutionary process includes at least one of mating the first product alternative with another product alternative or a repair operation.
18. The tangible computer readable storage device or storage disk of claim 16 , wherein the instructions cause the machine to:
cause the display to highlight a plurality of attribute variants on the first product alternative;
request a user to select one or more of the plurality of attribute variants that the user does not prefer; and
generate the third product alternative further based on user selection of the one or more of the plurality of attribute variants.
19. The tangible computer readable storage device or storage disk of claim 16 , wherein the first user selection includes a selection of a box on the display adjacent the first product alternative.
20. The tangible computer readable storage device or storage disk of claim 16 , wherein the first attribute includes at least one of a brand name, a brand logo, or a product name.